{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[1m\u001b[33mWARNING: \u001b[39m\u001b[22m\u001b[33mEnvironment variable CMDSTAN_HOME not found. Use set_cmdstan_home!.\u001b[39m\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Turing]: AD chunk size is set as 40\n"
     ]
    }
   ],
   "source": [
    "using Turing, Distributions\n",
    "using PyPlot, PyCall\n",
    "using Mamba: describe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "y1 = 10 * sin.(0:0.5:2pi); y1 += randn(length(y1))\n",
    "y2 = 10 * cos.(0:0.5:2pi); y2 += randn(length(y2))\n",
    "y = [y1'; y2']\n",
    "N = size(y)[end];  K = 20;"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7fa357acafd0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x7fa357a52f10>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(y1)\n",
    "plot(y2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "FHMM (generic function with 2 methods)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# @model BayesHmm(y) = begin\n",
    "#     s = tzeros(Int, N)\n",
    "#     m = Vector{Real}(K)\n",
    "#     T = Vector{Vector{Real}}(K)\n",
    "#     for i = 1:K\n",
    "#         T[i] ~ Dirichlet(ones(K)/K)\n",
    "#         # m[i] ~ Normal(1, 0.1) # Defining m this way causes label-switching problem.\n",
    "#         m[i] ~ Normal(i, 0.01)\n",
    "#     end\n",
    "#     s[1] ~ Categorical(ones(Float64, K)/K)\n",
    "#     for i = 2:N\n",
    "#         s[i] ~ Categorical(vec(T[s[i-1]]))\n",
    "#         y[i] ~ Normal(m[s[i]], 0.01)\n",
    "#     end\n",
    "#     return(s, m)\n",
    "# end\n",
    "\n",
    "@model FHMM(y) = begin\n",
    "    s1 = tzeros(Int, N)\n",
    "    s2 = tzeros(Int, N)\n",
    "    m1 = Vector{Real}(K)\n",
    "    m2 = Vector{Real}(K)\n",
    "    T1 = Vector{Vector{Real}}(K)\n",
    "    T2 = Vector{Vector{Real}}(K)\n",
    "    for i = 1:K\n",
    "        T1[i] ~ Dirichlet(ones(K)/K)\n",
    "        T2[i] ~ Dirichlet(ones(K)/K)\n",
    "        m1[i] ~ Normal(i-10, 0.01)\n",
    "        m2[i] ~ Normal(i-10, 0.01)\n",
    "    end\n",
    "    s1[1] ~ Categorical(ones(Float64, K)/K)\n",
    "    s2[1] ~ Categorical(ones(Float64, K)/K)\n",
    "    for i = 2:N\n",
    "        s1[i] ~ Categorical(vec(T1[s1[i-1]]))\n",
    "        s2[i] ~ Categorical(vec(T2[s2[i-1]]))\n",
    "        y[:,i] ~ MvNormal([m1[s1[i]], m2[s2[i]]], 1 * ones(2))\n",
    "    end\n",
    "end"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "[Turing]:  Assume - `T1` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Assume - `T2` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Assume - `m1` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Assume - `m2` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Assume - `s1` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Assume - `s2` is a parameter\n",
      " @~(::ANY, ::ANY) at compiler.jl:76\n",
      "\r",
      "[Turing]:  Observe - `y` is an observation\n",
      " @~(::ANY, ::ANY) at compiler.jl:57\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[32m[Gibbs] Sampling...100%  ETA: 0:00:02\u001b[39m"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Gibbs] Finished with\n",
      "  Running time    = 513.0357451030004;\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\r",
      "\u001b[32m[Gibbs] Sampling...100% Time: 0:08:33\u001b[39m\n"
     ]
    }
   ],
   "source": [
    "g = Gibbs(300, HMC(1, 0.02, 3, :m1, :T1, :m2, :T2), PG(25, 1, :s1, :s2))\n",
    "c = sample(FHMM(y), g);"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iterations = 1:300\n",
      "Thinning interval = 1\n",
      "Chains = 1\n",
      "Samples per chain = 300\n",
      "\n",
      "Empirical Posterior Estimates:\n",
      "                    Mean                         SD                               Naive SE                       MCSE              ESS    \n",
      "     s2[6]        2.95333333×10⁰                     1.92096919×10⁰                    1.109072079×10⁻¹       3.625986456×10⁻¹  28.0665120\n",
      " T2[17][1]      2.188341986×10⁻¹                  1.5730849775×10⁻²                 9.082210352355×10⁻⁴     2.38375195236×10⁻³  43.5494068\n",
      " T2[17][2]      1.791292248×10⁻¹                  2.1163262318×10⁻²                  1.22186151961×10⁻³     9.23657477981×10⁻³   5.2498069\n",
      " T2[17][3]     5.9403433531×10⁻²                 8.79623011546×10⁻³                 5.078505825017×10⁻⁴     4.30916857669×10⁻³   4.1668340\n",
      " T2[17][4]      1.549498431×10⁻¹                 8.87716402513×10⁻³                 5.125233039551×10⁻⁴      2.2640974349×10⁻³  15.3729871\n",
      " T2[17][5]     9.2804056297×10⁻²                   1.029801161×10⁻²                 5.945559775042×10⁻⁴     5.69060662095×10⁻³   3.2748365\n",
      " T2[17][6]      1.415502977×10⁻¹                   1.066083895×10⁻²                 6.155038237313×10⁻⁴      3.6202972888×10⁻³   8.6715013\n",
      " T2[17][7]     2.1158368923×10⁻²                 2.59354623387×10⁻³                 1.497384616278×10⁻⁴     1.41891198161×10⁻³   3.3410046\n",
      " T2[17][8]     2.2305183713×10⁻²                 4.03106479482×10⁻³                 2.327336344412×10⁻⁴     2.50905650792×10⁻³   2.5811823\n",
      " T2[17][9]     2.0818448358×10⁻²                 3.52791948071×10⁻³                 2.036845261868×10⁻⁴      1.6954499454×10⁻³   4.3297955\n",
      "T2[17][10]     1.9392509993×10⁻²                  4.2924888386×10⁻³                 2.478269586459×10⁻⁴     2.65264385173×10⁻³   2.6185475\n",
      "T2[17][11]     1.1885215534×10⁻²                 1.64585361474×10⁻³                9.5023402751564×10⁻⁵    3.827674350466×10⁻⁴  18.4889585\n",
      "T2[17][12]     2.7165476415×10⁻²                 3.03480577393×10⁻³                 1.752145930516×10⁻⁴    9.595608250323×10⁻⁴  10.0026894\n",
      "T2[17][13]    8.65985951133×10⁻³                 2.05206220184×10⁻³                 1.184758664628×10⁻⁴      1.1926845776×10⁻³   2.9602598\n",
      "T2[17][14]     1.1826880023×10⁻²                 3.48439351465×10⁻³                 2.011715533647×10⁻⁴     2.37472317796×10⁻³   2.1529226\n",
      "T2[17][15]    5.00689305014×10⁻³                 1.11084694502×10⁻³                6.4134778273386×10⁻⁵    6.573434103622×10⁻⁴   2.8557739\n",
      "T2[17][16]    3.36109048576×10⁻³                 1.09673299988×10⁻³                6.3319909271029×10⁻⁵    6.097465225311×10⁻⁴   3.2352151\n",
      "T2[17][17]    1.38563387717×10⁻³                4.426668670895×10⁻⁴                2.5557383487545×10⁻⁵     2.86874279473×10⁻⁴   2.3810626\n",
      "T2[17][18]    2.74205586157×10⁻⁴               5.4212197041927×10⁻⁵               3.12994265555175×10⁻⁶   3.2280673401832×10⁻⁵   2.8203879\n",
      "T2[17][19]  7.1852100629766×10⁻⁵               1.4737767047379×10⁻⁵              8.508853772058538×10⁻⁷  7.95771377304908×10⁻⁶   3.4299418\n",
      "T2[17][20]  1.7328348053805×10⁻⁵              4.53239131741367×10⁻⁶              2.616777347181504×10⁻⁷  2.55555375231709×10⁻⁶   3.1454643\n",
      "    s2[10]        5.38333333×10⁰                     3.68169869×10⁰                    2.125629729×10⁻¹       5.789741886×10⁻¹  40.4369211\n",
      "     m1[5]       -3.00273139×10⁰                     7.33963612×10⁰                     4.23754089×10⁻¹       5.044043597×10⁻¹ 211.7343867\n",
      "     s1[7]         5.2900000×10⁰                     3.91197886×10⁰                    2.258582047×10⁻¹       6.404946005×10⁻¹  37.3045712\n",
      "  T2[8][1]      2.330320958×10⁻¹                  6.2899330733×10⁻²                  3.63149455307×10⁻³      3.7806472351×10⁻²   2.7679595\n",
      "  T2[8][2]     8.6331487746×10⁻²                  1.6879002012×10⁻²                 9.745096355224×10⁻⁴      6.6570886821×10⁻³   6.4287249\n",
      "  T2[8][3]     5.1765994499×10⁻²                 5.68149539602×10⁻³                 3.280212896293×10⁻⁴     1.80012828175×10⁻³   9.9613548\n",
      "  T2[8][4]       2.95967529×10⁻¹                   3.089528879×10⁻²                  1.78374032996×10⁻³      1.2790913347×10⁻²   5.8342012\n",
      "  T2[8][5]      1.101374994×10⁻¹                  1.6637620976×10⁻²                 9.605734949105×10⁻⁴     2.03701102393×10⁻³  66.7107301\n",
      "  T2[8][6]     6.7129265754×10⁻²                  1.1344222994×10⁻²                 6.549590199547×10⁻⁴     5.27851053798×10⁻³   4.6187741\n",
      "  T2[8][7]     2.2054957246×10⁻²                 6.80459595242×10⁻³                 3.928635304857×10⁻⁴     4.40674728856×10⁻³   2.3843411\n",
      "  T2[8][8]     2.6601792806×10⁻²                  7.6422783424×10⁻³                 4.412271458209×10⁻⁴     4.63409617328×10⁻³   2.7196663\n",
      "  T2[8][9]     4.9872422779×10⁻²                  1.0580620634×10⁻²                 6.108724171446×10⁻⁴     6.40144754932×10⁻³   2.7319070\n",
      " T2[8][10]     9.1388555956×10⁻³                 3.89506741012×10⁻³                 2.248818217742×10⁻⁴     2.49037771421×10⁻³   2.4462425\n",
      " T2[8][11]    6.59341457752×10⁻³                 1.49783060508×10⁻³                8.6477290304414×10⁻⁵    7.028527039702×10⁻⁴   4.5414733\n",
      " T2[8][12]     1.4638558586×10⁻²                 3.49923856331×10⁻³                 2.020286326484×10⁻⁴     1.96099671039×10⁻³   3.1841489\n",
      " T2[8][13]    7.49424549136×10⁻³                 3.60543875089×10⁻³                 2.081601033374×10⁻⁴     2.40521410322×10⁻³   2.2470294\n",
      " T2[8][14]    5.58098805122×10⁻³                 2.15191403984×10⁻³                 1.242408150175×10⁻⁴     1.41848907641×10⁻³   2.3014304\n",
      " T2[8][15]    6.20470976539×10⁻³                 1.68369912112×10⁻³                9.7208414081207×10⁻⁵     1.01782373458×10⁻³   2.7364267\n",
      " T2[8][16]    2.55813212297×10⁻³                 1.02372854922×10⁻³                5.9104995346902×10⁻⁵     6.60832970889×10⁻⁴   2.3998617\n",
      " T2[8][17]    3.73319319611×10⁻³                 1.79274353726×10⁻³                 1.035040963828×10⁻⁴     1.15938091452×10⁻³   2.3910246\n",
      " T2[8][18]    8.55941491686×10⁻⁴                5.071041458214×10⁻⁴                2.9277671509716×10⁻⁵    3.202207634316×10⁻⁴   2.5078141\n",
      " T2[8][19]   2.050887033556×10⁻⁴               6.8938533846507×10⁻⁵                3.9801681073819×10⁻⁶   4.3139608713593×10⁻⁵   2.5537106\n",
      " T2[8][20]   1.038273223867×10⁻⁴               3.7216739892456×10⁻⁵               2.14870947952696×10⁻⁶   2.3083068456544×10⁻⁵   2.5994985\n",
      "    m2[20]        8.18643532×10⁰                     6.74210817×10⁰                    3.892557967×10⁻¹       4.793729257×10⁻¹ 197.8082623\n",
      " T2[19][1]      3.253742863×10⁻¹                  6.0803234167×10⁻²                  3.51047636139×10⁻³      3.9075556388×10⁻²   2.4212689\n",
      " T2[19][2]     6.7162897558×10⁻²                  1.1417162582×10⁻²                 6.591701889898×10⁻⁴     5.93505876419×10⁻³   3.7005504\n",
      " T2[19][3]      1.985385846×10⁻¹                  3.9721620011×10⁻²                  2.29332880061×10⁻³      2.5285705239×10⁻²   2.4677648\n",
      " T2[19][4]      1.654845478×10⁻¹                   1.479549187×10⁻²                 8.542181214016×10⁻⁴      7.0885938596×10⁻³   4.3565091\n",
      " T2[19][5]     6.0899159738×10⁻²                 8.30591086166×10⁻³                 4.795419871842×10⁻⁴     5.09530557195×10⁻³   2.6572601\n",
      " T2[19][6]      2.979722793×10⁻²                 5.35837491159×10⁻³                 3.093659197623×10⁻⁴     2.40554169264×10⁻³   4.9618133\n",
      " T2[19][7]     1.2693318278×10⁻²                  2.5496513746×10⁻³                 1.472041907465×10⁻⁴     1.43901659606×10⁻³   3.1392796\n",
      " T2[19][8]     4.9880053865×10⁻²                 6.33998508779×10⁻³                 3.660392097093×10⁻⁴     3.45097676918×10⁻³   3.3751447\n",
      " T2[19][9]     3.3299155754×10⁻²                 5.47128245641×10⁻³                 3.158846399019×10⁻⁴      2.1507059589×10⁻³   6.4716675\n",
      "T2[19][10]     1.3216087297×10⁻²                 3.66552777675×10⁻³                 2.116293448627×10⁻⁴     2.08764856876×10⁻³   3.0828915\n",
      "T2[19][11]     1.8305653811×10⁻²                 2.32223113322×10⁻³                 1.340740769888×10⁻⁴     1.04502507433×10⁻³   4.9380725\n",
      "T2[19][12]     1.6064380674×10⁻²                  2.9855865376×10⁻³                 1.723729191173×10⁻⁴     1.85478959374×10⁻³   2.5910156\n",
      "T2[19][13]    1.34155320667×10⁻³                6.469553015217×10⁻⁴                 3.735198174872×10⁻⁵     4.17101134203×10⁻⁴   2.4058348\n",
      "T2[19][14]    4.31628240679×10⁻³                 1.41456447931×10⁻³                8.1669918291287×10⁻⁵    8.415019422515×10⁻⁴   2.8257599\n",
      "T2[19][15]    2.14169953684×10⁻³                6.728268345677×10⁻⁴                3.8845675405567×10⁻⁵     4.25682405736×10⁻⁴   2.4982460\n",
      "T2[19][16]   3.541365352011×10⁻⁴                1.920904341385×10⁻⁴                1.1090346385862×10⁻⁵    1.234661550804×10⁻⁴   2.4205588\n",
      "T2[19][17]   6.769609192485×10⁻⁴                1.560052049286×10⁻⁴               9.00696470605302×10⁻⁶    9.709598245141×10⁻⁵   2.5815210\n",
      "T2[19][18]   2.300194795114×10⁻⁴               7.4274452215951×10⁻⁵               4.28823749807912×10⁻⁶   4.7795270321792×10⁻⁵   2.4149552\n",
      "T2[19][19]   1.745059351438×10⁻⁴               3.4433025496522×10⁻⁵               1.98799165394303×10⁻⁶    2.080747083532×10⁻⁵   2.7384939\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "T2[19][20]  4.9488376468709×10⁻⁵              8.09316083731063×10⁻⁶               4.67258858801623×10⁻⁷  1.77216386216783×10⁻⁶  20.8558834\n",
      "    m2[19]        6.87345683×10⁰                     7.95148154×10⁰                    4.590790006×10⁻¹       5.354209351×10⁻¹ 220.5491627\n",
      "  T2[9][1]      5.231961812×10⁻¹                  7.3988447982×10⁻²                   4.2717250359×10⁻³       4.775733903×10⁻²   2.4002009\n",
      "  T2[9][2]     6.6929857205×10⁻²                  1.0418295878×10⁻²                 6.015005929458×10⁻⁴     6.40159849431×10⁻³   2.6486008\n",
      "  T2[9][3]      1.565138602×10⁻¹                  4.1373599666×10⁻²                  2.38870589047×10⁻³      2.7888039961×10⁻²   2.2009523\n",
      "  T2[9][4]     9.3706419564×10⁻²                  1.1743770351×10⁻²                 6.780268973658×10⁻⁴     4.84928650707×10⁻³   5.8648838\n",
      "  T2[9][5]     6.9229310802×10⁻²                  1.0295745391×10⁻²                 5.944251372882×10⁻⁴     3.90730989906×10⁻³   6.9432032\n",
      "  T2[9][6]    9.66660316577×10⁻³                 2.59204795463×10⁻³                 1.496519584356×10⁻⁴     1.47945709072×10⁻³   3.0695967\n",
      "  T2[9][7]     1.5964267475×10⁻²                  3.6868258161×10⁻³                 2.128589877379×10⁻⁴     1.76588005656×10⁻³   4.3589595\n",
      "  T2[9][8]     2.3561239339×10⁻²                 7.53803716248×10⁻³                 4.352087784917×10⁻⁴     5.09569555173×10⁻³   2.1883138\n",
      "  T2[9][9]     2.1155149736×10⁻²                 3.93901839744×10⁻³                 2.274193332102×10⁻⁴     2.21064867837×10⁻³   3.1749476\n",
      " T2[9][10]    4.11819174257×10⁻³                8.678694964509×10⁻⁴                5.0106468739742×10⁻⁵    4.503780667762×10⁻⁴   3.7132517\n",
      " T2[9][11]    1.89098548389×10⁻³                7.234934299301×10⁻⁴                4.1770912652704×10⁻⁵    4.324750877365×10⁻⁴   2.7986397\n",
      " T2[9][12]     3.7066155606×10⁻³                9.554517833817×10⁻⁴                5.5163034433313×10⁻⁵     3.14248198956×10⁻⁴   9.2442558\n",
      " T2[9][13]    1.34193725291×10⁻³                3.901489454117×10⁻⁴                 2.252525986575×10⁻⁵     2.33648731703×10⁻⁴   2.7882648\n",
      " T2[9][14]    2.84271861628×10⁻³                8.768324504894×10⁻⁴                5.0623945132427×10⁻⁵    5.209546834864×10⁻⁴   2.8329136\n",
      " T2[9][15]    1.76329709848×10⁻³                3.773735863093×10⁻⁴                2.1787674164073×10⁻⁵    1.481291366498×10⁻⁴   6.4902588\n",
      " T2[9][16]    1.74056620778×10⁻³                3.522052048384×10⁻⁴                2.0334576982342×10⁻⁵    1.214615138437×10⁻⁴   8.4084154\n",
      " T2[9][17]    1.28243459676×10⁻³                2.615715908839×10⁻⁴                1.5101842840916×10⁻⁵   8.1541018100653×10⁻⁵  10.2903202\n",
      " T2[9][18]   9.998649093653×10⁻⁴                2.284457338442×10⁻⁴                1.3189320593015×10⁻⁵   8.6433876986061×10⁻⁵   6.9855100\n",
      " T2[9][19]   2.582026358071×10⁻⁴               7.8354001815621×10⁻⁵                4.5237704040333×10⁻⁶   3.7315931697625×10⁻⁵   4.4089359\n",
      " T2[9][20]   1.322971778063×10⁻⁴               3.6383024343561×10⁻⁵               2.10057488986878×10⁻⁶   1.5418349510046×10⁻⁵   5.5682897\n",
      "    s1[11]         6.1500000×10⁰                     2.48759464×10⁰                    1.436213435×10⁻¹       6.448514041×10⁻¹  14.8812676\n",
      "  T2[6][1]      2.173819458×10⁻¹                  1.6062240981×10⁻²                 9.273539154163×10⁻⁴     1.40824479159×10⁻³ 130.0936106\n",
      "  T2[6][2]      1.346677339×10⁻¹                  1.7854865904×10⁻²                  1.03085116361×10⁻³      6.7973890817×10⁻³   6.8996796\n",
      "  T2[6][3]      1.625396225×10⁻¹                  2.1794831299×10⁻²                  1.25832517174×10⁻³      1.0894284567×10⁻²   4.0022996\n",
      "  T2[6][4]      1.102205002×10⁻¹                  3.5382198765×10⁻²                  2.04279219813×10⁻³      2.2890289585×10⁻²   2.3892801\n",
      "  T2[6][5]       9.08410421×10⁻²                  1.2223709631×10⁻²                 7.057362046175×10⁻⁴     1.55195234379×10⁻³  62.0367857\n",
      "  T2[6][6]      1.342440257×10⁻¹                  1.2086752256×10⁻²                 6.978289668373×10⁻⁴     6.49145809975×10⁻³   3.4668474\n",
      "  T2[6][7]     2.8120951338×10⁻²                 3.94886347671×10⁻³                 2.279877391271×10⁻⁴     1.53409672405×10⁻³   6.6258066\n",
      "  T2[6][8]     2.7948671203×10⁻²                 6.20409284813×10⁻³                 3.581934675945×10⁻⁴      3.9341976908×10⁻³   2.4868192\n",
      "  T2[6][9]      1.198384087×10⁻²                 3.32948285708×10⁻³                 1.922277823798×10⁻⁴     2.15587080373×10⁻³   2.3851083\n",
      " T2[6][10]     2.8931915498×10⁻²                 2.54173277475×10⁻³                 1.467470101711×10⁻⁴    8.233819765124×10⁻⁴   9.5292137\n",
      " T2[6][11]     1.4106844612×10⁻²                 2.13835208356×10⁻³                 1.234578151067×10⁻⁴     1.11327981372×10⁻³   3.6893492\n",
      " T2[6][12]    5.65731855098×10⁻³                9.695852781656×10⁻⁴                 5.597903213512×10⁻⁵    1.434468218412×10⁻⁴  45.6867394\n",
      " T2[6][13]    8.55856193129×10⁻³                 1.24237107736×10⁻³                7.1728327595002×10⁻⁵    4.315507300458×10⁻⁴   8.2877941\n",
      " T2[6][14]      1.510575852×10⁻²                 2.18749084563×10⁻³                 1.262948428574×10⁻⁴     1.13637708334×10⁻³   3.7055063\n",
      " T2[6][15]     1.8198592937×10⁻³                3.517672877819×10⁻⁴                2.0309293829301×10⁻⁵   9.4134305306199×10⁻⁵  13.9641677\n",
      " T2[6][16]    5.94566516288×10⁻³                 1.38217869982×10⁻³                7.9800124441068×10⁻⁵    8.010175163562×10⁻⁴   2.9774492\n",
      " T2[6][17]    1.19494441393×10⁻³                 2.18149119713×10⁻⁴                1.2594845298976×10⁻⁵   3.8745826808634×10⁻⁵  31.6998395\n",
      " T2[6][18]    5.12326673965×10⁻⁴               9.9952310405541×10⁻⁵               5.77074933187644×10⁻⁶    1.817968095979×10⁻⁵  30.2282608\n",
      " T2[6][19]   1.847335556726×10⁻⁴               3.1089197425886×10⁻⁵               1.79493565027245×10⁻⁶   1.2212496253646×10⁻⁵   6.4805242\n",
      " T2[6][20]  3.3738175219085×10⁻⁵               7.3005978669852×10⁻⁶              4.215002143749115×10⁻⁷  2.87436800543961×10⁻⁶   6.4510753\n",
      "     m2[6]        -2.4777590×10⁰                     5.67335542×10⁰                    3.275513276×10⁻¹       3.601829406×10⁻¹ 248.1039645\n",
      " T2[16][1]      2.034632035×10⁻¹                  3.0282182701×10⁻²                  1.74834263343×10⁻³      1.1697654018×10⁻²   6.7015738\n",
      " T2[16][2]      3.795923903×10⁻¹                   3.928719421×10⁻²                  2.26824721529×10⁻³      2.1756593558×10⁻²   3.2607705\n",
      " T2[16][3]      1.193911548×10⁻¹                  1.4173879054×10⁻²                 8.183292887125×10⁻⁴     5.85618971654×10⁻³   5.8579704\n",
      " T2[16][4]     2.7191794245×10⁻²                 3.23261606578×10⁻³                 1.866351755763×10⁻⁴     1.27278287109×10⁻³   6.4505925\n",
      " T2[16][5]     1.4168720477×10⁻²                  6.7656517702×10⁻³                 3.906150870769×10⁻⁴     4.17192154469×10⁻³   2.6299471\n",
      " T2[16][6]     6.2635377269×10⁻²                   2.471434945×10⁻²                  1.42688363076×10⁻³      1.6438892686×10⁻²   2.2602332\n",
      " T2[16][7]      3.848377121×10⁻²                 4.54984981858×10⁻³                 2.626857017528×10⁻⁴     1.79260213105×10⁻³   6.4420829\n",
      " T2[16][8]     4.0421295574×10⁻²                 4.64066450714×10⁻³                 2.679288902416×10⁻⁴     2.47201054773×10⁻³   3.5241932\n",
      " T2[16][9]     3.6814352292×10⁻²                 8.92744758022×10⁻³                 5.154264263616×10⁻⁴     5.38387820414×10⁻³   2.7495661\n",
      "T2[16][10]     2.6347604879×10⁻²                 3.74792510007×10⁻³                 2.163865565431×10⁻⁴     2.20597599205×10⁻³   2.8865577\n",
      "T2[16][11]     1.9639185632×10⁻²                 5.76746774617×10⁻³                 3.329849055795×10⁻⁴     3.86461940594×10⁻³   2.2271881\n",
      "T2[16][12]     1.1805449054×10⁻²                 2.52973384183×10⁻³                  1.46054251456×10⁻⁴     1.20786454491×10⁻³   4.3864501\n",
      "T2[16][13]     1.0500551682×10⁻²                 1.81994550414×10⁻³                 1.050746026726×10⁻⁴     4.15055643077×10⁻⁴  19.2266722\n",
      "T2[16][14]    3.63234887213×10⁻³                6.768140144783×10⁻⁴                3.9075875345036×10⁻⁵    3.597383713981×10⁻⁴   3.5396894\n",
      "T2[16][15]    3.84601326031×10⁻³                5.750329359696×10⁻⁴                3.3199542037496×10⁻⁵    2.167105206485×10⁻⁴   7.0408558\n",
      "T2[16][16]   3.897593014784×10⁻⁴                1.173115255988×10⁻⁴               6.77298408834878×10⁻⁶   6.9887406247801×10⁻⁵   2.8176271\n",
      "T2[16][17]   7.054470781555×10⁻⁴                2.204250555637×10⁻⁴                1.2726246516583×10⁻⁵    1.106218613912×10⁻⁴   3.9704524\n",
      "T2[16][18]   8.027804456964×10⁻⁴                2.081800755726×10⁻⁴                1.2019282267176×10⁻⁵   8.1285730144342×10⁻⁵   6.5591823\n",
      "T2[16][19]   1.394575344323×10⁻⁴               5.3561296594071×10⁻⁵               3.09236290067322×10⁻⁶   3.1933940484958×10⁻⁵   2.8131775\n",
      "T2[16][20]  2.9342546559172×10⁻⁵              9.27735927633281×10⁻⁶              5.356285875559622×10⁻⁷   5.2902103509055×10⁻⁶   3.0754089\n",
      "    m2[10]     8.7227382859×10⁻²                   3.383697939×10⁻¹                   1.9535789162×10⁻²      2.8245337412×10⁻² 143.5124702\n",
      " T1[18][1]      2.317679044×10⁻¹                  3.1277431326×10⁻²                  1.80580333957×10⁻³      1.7461291829×10⁻²   3.2085545\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[18][2]     6.0696688229×10⁻²                 9.09467941475×10⁻³                 5.250815608298×10⁻⁴     5.02900136886×10⁻³   3.2704784\n",
      " T1[18][3]      1.079275694×10⁻¹                  3.3791202029×10⁻²                  1.95093595877×10⁻³      2.1445995093×10⁻²   2.4826465\n",
      " T1[18][4]      2.693812517×10⁻¹                  3.8297532598×10⁻²                  2.21110907547×10⁻³       2.326612257×10⁻²   2.7095275\n",
      " T1[18][5]     4.7010311603×10⁻²                 4.71746933091×10⁻³                 2.723632188093×10⁻⁴    2.883291127324×10⁻⁴ 267.6955672\n",
      " T1[18][6]     9.4059729418×10⁻²                  1.7794513341×10⁻²                  1.02736670674×10⁻³      1.0361965888×10⁻²   2.9490892\n",
      " T1[18][7]     8.8339790212×10⁻²                 9.82776343378×10⁻³                 5.674061864022×10⁻⁴     5.78867699672×10⁻³   2.8823768\n",
      " T1[18][8]    6.32992779514×10⁻³                 1.13867564071×10⁻³                6.5741468768281×10⁻⁵      6.9991706287×10⁻⁴   2.6467133\n",
      " T1[18][9]     3.3549841446×10⁻²                 4.88496306132×10⁻³                 2.820334738434×10⁻⁴       2.030367999×10⁻³   5.7885934\n",
      "T1[18][10]     1.3878623019×10⁻²                 2.93715606085×10⁻³                 1.695767842382×10⁻⁴     1.63589118313×10⁻³   3.2236302\n",
      "T1[18][11]     2.7597405604×10⁻²                 2.85239250596×10⁻³                 1.646829581148×10⁻⁴    3.071666327365×10⁻⁴  86.2324052\n",
      "T1[18][12]     4.3521267234×10⁻³                8.828704840585×10⁻⁴                5.0972551163076×10⁻⁵    4.822666005516×10⁻⁴   3.3513487\n",
      "T1[18][13]     1.0232502495×10⁻²                 2.07330220491×10⁻³                 1.197021586116×10⁻⁴     1.14163607301×10⁻³   3.2981458\n",
      "T1[18][14]    2.82055462482×10⁻³                6.319037454168×10⁻⁴                3.6482979751834×10⁻⁵    3.510702992843×10⁻⁴   3.2397663\n",
      "T1[18][15]   5.054879205548×10⁻⁴               8.0223708843005×10⁻⁵               4.63171798958988×10⁻⁶   3.3036949315688×10⁻⁵   5.8966534\n",
      "T1[18][16]      1.135461509×10⁻³                 2.00367664204×10⁻⁴                1.1568232486505×10⁻⁵     1.00182490216×10⁻⁴   4.0001072\n",
      "T1[18][17]   3.115706741847×10⁻⁴               4.2884998553184×10⁻⁵               2.47596654588773×10⁻⁶    1.926585562952×10⁻⁵   4.9548920\n",
      "T1[18][18]  5.0319168236994×10⁻⁵              9.29290770132571×10⁻⁶              5.365262762914743×10⁻⁷  2.47868829148155×10⁻⁶  14.0559245\n",
      "T1[18][19]    3.87193931936×10⁻⁵               1.1651728404316×10⁻⁵              6.727128530756157×10⁻⁷  6.14046580224008×10⁻⁶   3.6006265\n",
      "T1[18][20]  1.4214697628131×10⁻⁵               5.1900198635075×10⁻⁶              2.996459365295558×10⁻⁷   3.1884974329573×10⁻⁶   2.6495120\n",
      "     m2[7]       -2.06264047×10⁰                     3.43600629×10⁰                    1.983779157×10⁻¹       2.402457417×10⁻¹ 204.5485960\n",
      "  T1[7][1]       3.71637892×10⁻¹                  5.7094254853×10⁻²                  3.29633834087×10⁻³      3.6803169795×10⁻²   2.4066579\n",
      "  T1[7][2]      1.667382506×10⁻¹                  3.4584315469×10⁻²                  1.99672638455×10⁻³      1.8316072764×10⁻²   3.5652800\n",
      "  T1[7][3]     8.2705985648×10⁻²                 9.62189312624×10⁻³                 5.555202586546×10⁻⁴     2.23014053929×10⁻³  18.6147236\n",
      "  T1[7][4]     2.9831691329×10⁻²                 3.12186392907×10⁻³                 1.802408979821×10⁻⁴    7.053059612735×10⁻⁴  19.5917320\n",
      "  T1[7][5]      9.267924682×10⁻²                  1.7348010511×10⁻²                  1.00158785386×10⁻³      1.1354100962×10⁻²   2.3344998\n",
      "  T1[7][6]     4.2657392702×10⁻²                 4.30583080159×10⁻³                 2.485972572386×10⁻⁴    3.849806486037×10⁻⁴ 125.0938965\n",
      "  T1[7][7]     9.5716947012×10⁻²                  1.7073614953×10⁻²                 9.857456189291×10⁻⁴        1.12010093×10⁻²   2.3234678\n",
      "  T1[7][8]     4.3186686208×10⁻²                 6.86969235078×10⁻³                 3.966218727972×10⁻⁴     3.72070564205×10⁻³   3.4089761\n",
      "  T1[7][9]    7.58606600963×10⁻³                 1.27140023497×10⁻³                7.3404326790968×10⁻⁵    7.140027173918×10⁻⁴   3.1707708\n",
      " T1[7][10]     3.7052593141×10⁻²                 3.80954539123×10⁻³                 2.199442057117×10⁻⁴     1.70242707408×10⁻³   5.0073652\n",
      " T1[7][11]     1.6239615754×10⁻²                 4.49574853587×10⁻³                 2.595621627395×10⁻⁴     2.49790445505×10⁻³   3.2393090\n",
      " T1[7][12]    6.40751323222×10⁻³                 1.14221289324×10⁻³                6.5945692138588×10⁻⁵    3.319569303582×10⁻⁴  11.8394257\n",
      " T1[7][13]    3.53595687279×10⁻³                 1.10917010261×10⁻³                6.4037965731713×10⁻⁵    6.029346545784×10⁻⁴   3.3841984\n",
      " T1[7][14]    1.53139965845×10⁻³                4.458784402848×10⁻⁴                2.5742803752425×10⁻⁵    2.489966948807×10⁻⁴   3.2066073\n",
      " T1[7][15]    2.00635150706×10⁻³                3.227419518379×10⁻⁴                1.8633515277241×10⁻⁵    1.009097380295×10⁻⁴  10.2292710\n",
      " T1[7][16]   2.634077657958×10⁻⁴                1.149859954527×10⁻⁴               6.63871954276702×10⁻⁶   6.5592491727849×10⁻⁵   3.0731350\n",
      " T1[7][17]  6.3153950060272×10⁻⁵               2.8053725599456×10⁻⁵               1.61968260266177×10⁻⁶   1.5710123658518×10⁻⁵   3.1887604\n",
      " T1[7][18]   1.308531366208×10⁻⁴               3.6063090244408×10⁻⁵               2.08210348604186×10⁻⁶   1.5464200559803×10⁻⁵   5.4383973\n",
      " T1[7][19]  2.5330994220812×10⁻⁵               1.4343172235298×10⁻⁵              8.281034351082411×10⁻⁷  7.96278572148798×10⁻⁶   3.2445941\n",
      " T1[7][20] 3.66568872083343×10⁻⁶             9.220959073188332×10⁻⁷             5.3237232030918058×10⁻⁸ 2.125383596874512×10⁻⁷  18.8225101\n",
      "     m2[4]       -4.23402047×10⁰                     6.70800246×10⁰                    3.872867023×10⁻¹       3.813156596×10⁻¹ 300.0000000\n",
      "    s1[10]        7.39666667×10⁰                     3.92308862×10⁰                     2.26499627×10⁻¹         1.07387667×10⁰  13.3458862\n",
      "     m2[8]       -1.23961873×10⁰                     2.91045975×10⁰                    1.680354722×10⁻¹       1.550419552×10⁻¹ 300.0000000\n",
      "  T2[1][1]      2.261594194×10⁻¹                  5.6777826432×10⁻²                  3.27806933744×10⁻³      3.7230918314×10⁻²   2.3256804\n",
      "  T2[1][2]     6.0842668384×10⁻²                  1.0401369265×10⁻²                 6.005233345263×10⁻⁴     5.19502714382×10⁻³   4.0087169\n",
      "  T2[1][3]      1.539374064×10⁻¹                  1.6903212521×10⁻²                 9.759074299292×10⁻⁴      9.0078120924×10⁻³   3.5212744\n",
      "  T2[1][4]     3.1292280033×10⁻²                  1.0604399542×10⁻²                 6.122452930017×10⁻⁴     7.01415055753×10⁻³   2.2857146\n",
      "  T2[1][5]      1.074664451×10⁻¹                    1.72724752×10⁻²                 9.972268206361×10⁻⁴      1.0667485157×10⁻²   2.6217125\n",
      "  T2[1][6]     6.6023666935×10⁻²                  1.6104099047×10⁻²                 9.297705919777×10⁻⁴     8.39533978207×10⁻³   3.6795636\n",
      "  T2[1][7]      1.761202986×10⁻¹                  1.5911385499×10⁻²                 9.186442701025×10⁻⁴     5.30377285522×10⁻³   9.0000757\n",
      "  T2[1][8]      6.897427186×10⁻²                  1.7093543091×10⁻²                 9.868961705261×10⁻⁴      1.0740121087×10⁻²   2.5330620\n",
      "  T2[1][9]     1.1477415212×10⁻²                 1.55861943746×10⁻³                8.9986935178347×10⁻⁵    9.134670408241×10⁻⁴   2.9113500\n",
      " T2[1][10]     1.0261723981×10⁻²                 2.29602292487×10⁻³                  1.32560945374×10⁻⁴     1.23958771353×10⁻³   3.4308198\n",
      " T2[1][11]     4.7264633798×10⁻²                  1.0399221234×10⁻²                   6.0039931787×10⁻⁴     6.69591424325×10⁻³   2.4120254\n",
      " T2[1][12]     1.0752147356×10⁻²                8.489455767527×10⁻⁴                4.9013895726551×10⁻⁵    1.647714000313×10⁻⁴  26.5458133\n",
      " T2[1][13]    8.71671066084×10⁻³                 1.75802456481×10⁻³                 1.014995955737×10⁻⁴     1.09809595959×10⁻³   2.5631221\n",
      " T2[1][14]     1.2939666212×10⁻²                9.635180718266×10⁻⁴                5.5628741813813×10⁻⁵    2.975509067851×10⁻⁴  10.4856938\n",
      " T2[1][15]    3.78468262994×10⁻³                9.423547873016×10⁻⁴                 5.440687901207×10⁻⁵    5.371121407407×10⁻⁴   3.0782150\n",
      " T2[1][16]     1.4858118917×10⁻³                2.733381177026×10⁻⁴                1.5781183583536×10⁻⁵    1.529395031045×10⁻⁴   3.1941922\n",
      " T2[1][17]    2.13613948992×10⁻³                  3.3466525745×10⁻⁴                1.9321907647719×10⁻⁵   5.8780021382145×10⁻⁵  32.4161758\n",
      " T2[1][18]   2.863516444848×10⁻⁴                1.100589454118×10⁻⁴               6.35425617602566×10⁻⁶   6.4809159009473×10⁻⁵   2.8838849\n",
      " T2[1][19]  5.8303629297445×10⁻⁵                3.867415062206×10⁻⁵               2.23285312723262×10⁻⁶   2.3483925201282×10⁻⁵   2.7120656\n",
      " T2[1][20]  1.9956699494908×10⁻⁵               1.3425897171592×10⁻⁵              7.751445346130828×10⁻⁷  8.04340059280374×10⁻⁶   2.7861676\n",
      "    s1[12]         7.4000000×10⁰                     3.65667027×10⁰                    2.111179564×10⁻¹       7.212720245×10⁻¹  25.7023851\n",
      "  T2[2][1]     8.7536348903×10⁻²                  1.7674265243×10⁻²                  1.02042417955×10⁻³       1.088970043×10⁻²   2.6342129\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  T2[2][2]      2.846080853×10⁻¹                  3.0440407812×10⁻²                  1.75747776446×10⁻³      1.3118706503×10⁻²   5.3841717\n",
      "  T2[2][3]       2.48391848×10⁻¹                  4.2180774552×10⁻²                  2.43530815422×10⁻³      2.4006393958×10⁻²   3.0872745\n",
      "  T2[2][4]     5.2140922318×10⁻²                 6.10675738438×10⁻³                 3.525738019746×10⁻⁴     3.08580810633×10⁻³   3.9163681\n",
      "  T2[2][5]     5.4044808775×10⁻²                 4.06492701424×10⁻³                 2.346886705906×10⁻⁴     1.07063054299×10⁻³  14.4153850\n",
      "  T2[2][6]      9.438200376×10⁻²                  2.4280975431×10⁻²                   1.4018627701×10⁻³      1.6238324624×10⁻²   2.2358868\n",
      "  T2[2][7]     6.5207104497×10⁻²                 9.66608654141×10⁻³                 5.580717666695×10⁻⁴     5.40250533284×10⁻³   3.2011863\n",
      "  T2[2][8]     3.5061082373×10⁻²                  6.5185392587×10⁻³                 3.763480395734×10⁻⁴     2.63333305333×10⁻³   6.1275800\n",
      "  T2[2][9]     3.1331301281×10⁻²                  7.5370999293×10⁻³                 4.351546673092×10⁻⁴     4.80685638481×10⁻³   2.4585908\n",
      " T2[2][10]    4.84512345497×10⁻³                 7.74622892543×10⁻⁴                4.4722873553013×10⁻⁵    4.476320445316×10⁻⁴   2.9945965\n",
      " T2[2][11]     2.4122506686×10⁻²                 2.62473901612×10⁻³                 1.515393777509×10⁻⁴     1.58415152799×10⁻³   2.7452305\n",
      " T2[2][12]      1.133870414×10⁻²                 1.68958719773×10⁻³                9.7548362342632×10⁻⁵    9.340311681819×10⁻⁴   3.2721898\n",
      " T2[2][13]    1.10168904267×10⁻³                 1.16633932541×10⁻⁴               6.73386323491866×10⁻⁶   1.6181344677021×10⁻⁵  51.9541950\n",
      " T2[2][14]    4.15583927386×10⁻³                5.557179852457×10⁻⁴                3.2084392837515×10⁻⁵    2.248415350672×10⁻⁴   6.1087988\n",
      " T2[2][15]    1.30655676226×10⁻³                2.717356021901×10⁻⁴                1.5688662307286×10⁻⁵    1.513466072153×10⁻⁴   3.2236487\n",
      " T2[2][16]    2.20595687556×10⁻⁴                4.414578955162×10⁻⁵               2.54875834812164×10⁻⁶   2.0245818735317×10⁻⁵   4.7545332\n",
      " T2[2][17]   1.517239411153×10⁻⁴               5.5827122218357×10⁻⁵               3.22318040408507×10⁻⁶   3.6235037971408×10⁻⁵   2.3737394\n",
      " T2[2][18]  4.1337883569135×10⁻⁵               1.2483508849738×10⁻⁵              7.207357194827412×10⁻⁷  7.48912913698765×10⁻⁶   2.7785020\n",
      " T2[2][19] 9.62760043326368×10⁻⁶              2.73673623577559×10⁻⁶               1.58005540242604×10⁻⁷  1.59468094781792×10⁻⁶   2.9452236\n",
      " T2[2][20] 2.79028910862955×10⁻⁶             9.481614998238802×10⁻⁷             5.4742129715855654×10⁻⁸ 4.679674725462712×10⁻⁷   4.1051903\n",
      " T2[12][1]     5.0802375459×10⁻²                 7.11337868468×10⁻³                 4.106911098445×10⁻⁴     4.29848537055×10⁻³   2.7385518\n",
      " T2[12][2]       2.54355443×10⁻¹                   2.583623563×10⁻²                  1.49165575957×10⁻³     9.72698874002×10⁻³   7.0550752\n",
      " T2[12][3]     5.1099887415×10⁻²                  1.2917899219×10⁻²                 7.458152591709×10⁻⁴     7.65935999408×10⁻³   2.8444534\n",
      " T2[12][4]     6.3047203777×10⁻²                 6.69698060989×10⁻³                  3.86650355788×10⁻⁴     4.00516679498×10⁻³   2.7958693\n",
      " T2[12][5]      2.970798885×10⁻¹                  4.0114408133×10⁻²                   2.3160064334×10⁻³      2.2772635781×10⁻²   3.1029457\n",
      " T2[12][6]     7.8087068289×10⁻²                  1.4625118157×10⁻²                 8.443815904964×10⁻⁴     7.09583891538×10⁻³   4.2480662\n",
      " T2[12][7]     2.8572179064×10⁻²                 6.09317887308×10⁻³                 3.517898462591×10⁻⁴     3.61918941976×10⁻³   2.8344267\n",
      " T2[12][8]     1.4634489954×10⁻²                 3.60514600378×10⁻³                  2.08143201575×10⁻⁴     2.34357580559×10⁻³   2.3663975\n",
      " T2[12][9]     6.4443481805×10⁻²                 6.73666446477×10⁻³                 3.889415042175×10⁻⁴     3.13820290073×10⁻³   4.6081626\n",
      "T2[12][10]     1.5737554513×10⁻²                  5.1622824122×10⁻³                 2.980445140319×10⁻⁴     3.39650067579×10⁻³   2.3100432\n",
      "T2[12][11]     1.8800130533×10⁻²                 3.76410709977×10⁻³                  2.17320824731×10⁻⁴     2.30617918173×10⁻³   2.6640223\n",
      "T2[12][12]     1.0797133458×10⁻²                 1.87636599686×10⁻³                 1.083320413385×10⁻⁴     1.02292237875×10⁻³   3.3647263\n",
      "T2[12][13]    9.06676520002×10⁻³                   2.330635539×10⁻³                 1.345593055827×10⁻⁴     1.33039419556×10⁻³   3.0689375\n",
      "T2[12][14]    9.87566862975×10⁻³                 2.53518410675×10⁻³                 1.463689226475×10⁻⁴     1.56514375009×10⁻³   2.6236781\n",
      "T2[12][15]    8.38848212971×10⁻³                 1.43102713682×10⁻³                8.2620390265863×10⁻⁵    6.608855694256×10⁻⁴   4.6886002\n",
      "T2[12][16]     1.4335550228×10⁻²                 3.43570709772×10⁻³                 1.983606417725×10⁻⁴     2.16559646235×10⁻³   2.5169651\n",
      "T2[12][17]    5.84607367554×10⁻³                8.439560608616×10⁻⁴                4.8725825892265×10⁻⁵    5.075818481762×10⁻⁴   2.7645695\n",
      "T2[12][18]    2.75431217321×10⁻³                 1.22818930212×10⁻³                7.0909542419274×10⁻⁵    8.278677137124×10⁻⁴   2.2009427\n",
      "T2[12][19]    1.91480581426×10⁻³                3.835708490519×10⁻⁴                 2.214547329534×10⁻⁵    2.412133689922×10⁻⁴   2.5286484\n",
      "T2[12][20]   3.615063823748×10⁻⁴                1.149221109574×10⁻⁴               6.63503116970874×10⁻⁶   6.0805086914079×10⁻⁵   3.5721309\n",
      "    m1[16]        4.88608013×10⁰                      4.2442762×10⁰                    2.450434005×10⁻¹       2.719487376×10⁻¹ 243.5752639\n",
      " T2[13][1]      1.137630442×10⁻¹                  1.4796608897×10⁻²                 8.542826129938×10⁻⁴     6.97296225799×10⁻³   4.5028736\n",
      " T2[13][2]      4.377755473×10⁻¹                  3.4198545018×10⁻²                  1.97445391722×10⁻³      1.8404181933×10⁻²   3.4528859\n",
      " T2[13][3]      6.312608199×10⁻²                   2.687937539×10⁻²                  1.55188146171×10⁻³      1.8088454065×10⁻²   2.2081849\n",
      " T2[13][4]     6.5454448944×10⁻²                  1.3863156775×10⁻²                 8.003897295739×10⁻⁴     8.40560074117×10⁻³   2.7201118\n",
      " T2[13][5]      1.817441289×10⁻²                 5.20443338897×10⁻³                 3.004781018102×10⁻⁴     3.39170363965×10⁻³   2.3545673\n",
      " T2[13][6]     3.8891319101×10⁻²                 9.87250227634×10⁻³                 5.699891846818×10⁻⁴     6.18381196456×10⁻³   2.5488362\n",
      " T2[13][7]     8.5375535247×10⁻²                  1.2076219397×10⁻²                 6.972208519618×10⁻⁴     5.03135924022×10⁻³   5.7609132\n",
      " T2[13][8]     1.2920075687×10⁻²                 1.92257538779×10⁻³                 1.109999417675×10⁻⁴     1.03675846372×10⁻³   3.4388369\n",
      " T2[13][9]      5.474536095×10⁻²                 7.11781325181×10⁻³                 4.109471396972×10⁻⁴     4.12970754781×10⁻³   2.9706712\n",
      "T2[13][10]     3.0018605404×10⁻²                  6.3926864276×10⁻³                  3.69081922982×10⁻⁴     3.47570273086×10⁻³   3.3828408\n",
      "T2[13][11]     4.3797618088×10⁻²                 3.85826369925×10⁻³                 2.227569585369×10⁻⁴     1.75475254571×10⁻³   4.8345054\n",
      "T2[13][12]      1.329964342×10⁻²                 2.84986568728×10⁻³                 1.645370721703×10⁻⁴     1.81382604726×10⁻³   2.4686386\n",
      "T2[13][13]    8.59399310565×10⁻³                   1.466017997×10⁻³                8.4640588520479×10⁻⁵    1.332124029981×10⁻⁴ 121.1125863\n",
      "T2[13][14]    5.40760805335×10⁻³                 1.66287465545×10⁻³                9.6006112995163×10⁻⁵    9.664211392317×10⁻⁴   2.9606440\n",
      "T2[13][15]    2.87094745572×10⁻³                4.491577192528×10⁻⁴                 2.593213301192×10⁻⁵    1.833633202603×10⁻⁴   6.0002978\n",
      "T2[13][16]     1.4897640995×10⁻³                4.203806793782×10⁻⁴                2.4270689840113×10⁻⁵    2.080708871121×10⁻⁴   4.0819047\n",
      "T2[13][17]    1.92786189021×10⁻³                5.252538216774×10⁻⁴                3.0325543533835×10⁻⁵    2.783814266077×10⁻⁴   3.5600650\n",
      "T2[13][18]    1.19934533035×10⁻³                3.366804360082×10⁻⁴                1.9438254036023×10⁻⁵    1.542915610435×10⁻⁴   4.7615836\n",
      "T2[13][19]   6.326398732661×10⁻⁴                1.390868616227×10⁻⁴               8.03018369985796×10⁻⁶   6.0275738839583×10⁻⁵   5.3246017\n",
      "T2[13][20]   5.361469269695×10⁻⁴               9.6260510871248×10⁻⁵               5.55760318638457×10⁻⁶   3.7500089814772×10⁻⁵   6.5891851\n",
      "    s2[13]         9.9400000×10⁰                     5.07433703×10⁰                    2.929669852×10⁻¹          2.0159117×10⁰   6.3360064\n",
      "     s1[6]         8.2100000×10⁰                     5.40524024×10⁰                    3.120716909×10⁻¹         1.46972787×10⁰  13.5255877\n",
      "     s1[5]         7.9700000×10⁰                     4.18818612×10⁰                    2.418050386×10⁻¹         1.14805633×10⁰  13.3083910\n",
      "  T1[5][1]      4.271795735×10⁻¹                  7.7966271671×10⁻²                  4.50138479371×10⁻³      5.1324775853×10⁻²   2.3075941\n",
      "  T1[5][2]      4.652650368×10⁻²                  1.1033712042×10⁻²                 6.370316617484×10⁻⁴     4.55558062507×10⁻³   5.8661858\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  T1[5][3]      1.175629686×10⁻¹                  1.5861658725×10⁻²                 9.157732934947×10⁻⁴     8.02737504302×10⁻³   3.9043622\n",
      "  T1[5][4]      3.904579112×10⁻²                  1.2000662372×10⁻²                 6.928585651147×10⁻⁴     7.20812602251×10⁻³   2.7718243\n",
      "  T1[5][5]     6.4464991007×10⁻²                  1.7432896984×10⁻²                  1.00648877663×10⁻³     9.36841527341×10⁻³   3.4626362\n",
      "  T1[5][6]     5.4888071301×10⁻²                  1.4035816044×10⁻²                 8.103582171329×10⁻⁴     9.33010308266×10⁻³   2.2630933\n",
      "  T1[5][7]     4.0711968116×10⁻²                 7.63608582619×10⁻³                 4.408696207307×10⁻⁴     4.23399572924×10⁻³   3.2526757\n",
      "  T1[5][8]     6.9051521441×10⁻²                  2.0819984638×10⁻²                   1.2020423735×10⁻³      1.2706096402×10⁻²   2.6849519\n",
      "  T1[5][9]     6.4902335199×10⁻²                 8.51743330053×10⁻³                 4.917542408863×10⁻⁴     4.46883122557×10⁻³   3.6327004\n",
      " T1[5][10]     2.7455862827×10⁻²                 5.54398059736×10⁻³                 3.200818690265×10⁻⁴     3.31011170901×10⁻³   2.8051630\n",
      " T1[5][11]     1.5034138099×10⁻²                 5.21664103163×10⁻³                 3.011829103878×10⁻⁴     3.53232106027×10⁻³   2.1810296\n",
      " T1[5][12]    8.42200026999×10⁻³                 3.42235863226×10⁻³                 1.975899677596×10⁻⁴     2.22930900216×10⁻³   2.3567336\n",
      " T1[5][13]     1.2826594343×10⁻²                  2.8261135169×10⁻³                 1.631657399741×10⁻⁴      1.6398815161×10⁻³   2.9699850\n",
      " T1[5][14]    6.86325952663×10⁻³                 1.08554898741×10⁻³                6.2674200009817×10⁻⁵    4.749086103916×10⁻⁴   5.2249094\n",
      " T1[5][15]   9.617752941029×10⁻⁴                2.032359908492×10⁻⁴                1.1733835402582×10⁻⁵    1.110452398578×10⁻⁴   3.3496648\n",
      " T1[5][16]    1.49263959575×10⁻³                3.058592945243×10⁻⁴                1.7658794602775×10⁻⁵    1.790840643635×10⁻⁴   2.9169533\n",
      " T1[5][17]    2.16374731827×10⁻³                5.205729476118×10⁻⁴                3.0055293143651×10⁻⁵    3.373446033719×10⁻⁴   2.3813085\n",
      " T1[5][18]   2.462222465524×10⁻⁴               5.9460534749707×10⁻⁵               3.43295557439023×10⁻⁶   3.1482433776085×10⁻⁵   3.5671471\n",
      " T1[5][19]   1.602987171478×10⁻⁴               3.1614849125454×10⁻⁵               1.82528416529705×10⁻⁶   1.2774902844128×10⁻⁵   6.1244489\n",
      " T1[5][20]  3.9737763153053×10⁻⁵              6.33632320525118×10⁻⁶               3.65827790822424×10⁻⁷  1.41849734713788×10⁻⁶  19.9534312\n",
      "     s2[9]        3.95666667×10⁰                     2.78939503×10⁰                    1.610457972×10⁻¹       7.889303588×10⁻¹  12.5009411\n",
      "  T1[8][1]     6.9536600114×10⁻²                  1.6235842556×10⁻²                 9.373768069964×10⁻⁴     9.26977226637×10⁻³   3.0676904\n",
      "  T1[8][2]      2.820021014×10⁻¹                  3.5090883323×10⁻²                  2.02597309324×10⁻³      1.9658551822×10⁻²   3.1862919\n",
      "  T1[8][3]     5.7388533726×10⁻²                 8.38460926974×10⁻³                 4.840856418936×10⁻⁴     5.05148549272×10⁻³   2.7550370\n",
      "  T1[8][4]      1.618103691×10⁻¹                  1.4726750742×10⁻²                  8.50249350505×10⁻⁴      6.4739728824×10⁻³   5.1745444\n",
      "  T1[8][5]     3.2117864304×10⁻²                 4.70604093703×10⁻³                 2.717034001813×10⁻⁴      1.5668909655×10⁻³   9.0205672\n",
      "  T1[8][6]     3.4331144881×10⁻²                 4.54559887906×10⁻³                 2.624402736452×10⁻⁴     2.50180207415×10⁻³   3.3012341\n",
      "  T1[8][7]     3.3567510923×10⁻²                 7.38990307289×10⁻³                 4.266562528417×10⁻⁴     4.69595390453×10⁻³   2.4764515\n",
      "  T1[8][8]     2.4302552773×10⁻²                 3.78300431521×10⁻³                  2.18411855973×10⁻⁴     1.21346226822×10⁻³   9.7189897\n",
      "  T1[8][9]     3.9302107907×10⁻²                  8.3684208552×10⁻³                 4.831510033439×10⁻⁴     5.06811473568×10⁻³   2.7264287\n",
      " T1[8][10]      1.618930343×10⁻¹                  2.3869417912×10⁻²                  1.37810148571×10⁻³      1.4094357864×10⁻²   2.8680919\n",
      " T1[8][11]     2.3920144045×10⁻²                 2.93629710028×10⁻³                 1.695271921267×10⁻⁴    6.869245067121×10⁻⁴  18.2718269\n",
      " T1[8][12]     5.1247377276×10⁻²                 6.15458326019×10⁻³                 3.553350302023×10⁻⁴     2.86984738503×10⁻³   4.5991725\n",
      " T1[8][13]      1.478335395×10⁻²                 2.15098557465×10⁻³                 1.241872100546×10⁻⁴    9.772223898271×10⁻⁴   4.8449375\n",
      " T1[8][14]    4.63196254918×10⁻³                 1.17457392188×10⁻³                6.7814056998052×10⁻⁵    7.307161785854×10⁻⁴   2.5838260\n",
      " T1[8][15]    2.04033623387×10⁻³                3.247669113548×10⁻⁴                1.8750426369456×10⁻⁵     1.75844073349×10⁻⁴   3.4110500\n",
      " T1[8][16]    2.82861724826×10⁻³                3.567857768857×10⁻⁴                2.0599036432797×10⁻⁵    1.686753053881×10⁻⁴   4.4741656\n",
      " T1[8][17]    1.09568626205×10⁻³                4.898986962572×10⁻⁴                2.8284314415972×10⁻⁵     3.03280599397×10⁻⁴   2.6092958\n",
      " T1[8][18]    2.88236520892×10⁻³                4.671391980418×10⁻⁴                2.6970294173847×10⁻⁵    2.219270040386×10⁻⁴   4.4306998\n",
      " T1[8][19]   1.860684077977×10⁻⁴               3.2240230547284×10⁻⁵               1.86139057852098×10⁻⁶   1.3785961480186×10⁻⁵   5.4691792\n",
      " T1[8][20]   1.322693707551×10⁻⁴               3.3205208617944×10⁻⁵               1.91710361340679×10⁻⁶   1.9335363291718×10⁻⁵   2.9492240\n",
      "     s2[5]         4.1400000×10⁰                     2.67536763×10⁰                    1.544624223×10⁻¹        9.62410169×10⁻¹   7.7276338\n",
      "    m1[18]        5.99440856×10⁰                     7.47514368×10⁰                    4.315776214×10⁻¹       4.905564223×10⁻¹ 232.1994343\n",
      "    m2[17]        5.87894174×10⁰                     4.17582189×10⁰                    2.410911893×10⁻¹       2.983754874×10⁻¹ 195.8653670\n",
      "  T1[3][1]     8.1650689953×10⁻²                  1.9776454268×10⁻²                  1.14179411955×10⁻³      1.2853677995×10⁻²   2.3672386\n",
      "  T1[3][2]      1.945293217×10⁻¹                  4.8143002445×10⁻²                  2.77953754215×10⁻³      3.2625093118×10⁻²   2.1775234\n",
      "  T1[3][3]       2.92224987×10⁻¹                  4.7522164178×10⁻²                  2.74369342808×10⁻³      3.0581916535×10⁻²   2.4146991\n",
      "  T1[3][4]     7.9343096276×10⁻²                  1.3767261432×10⁻²                 7.948532093815×10⁻⁴     8.60540499594×10⁻³   2.5594844\n",
      "  T1[3][5]     2.9019582053×10⁻²                 3.96753244805×10⁻³                 2.290655926899×10⁻⁴     1.19272720912×10⁻³  11.0651861\n",
      "  T1[3][6]     3.6166111005×10⁻²                 3.80722642607×10⁻³                 2.198103201957×10⁻⁴    6.815771950014×10⁻⁴  31.2023505\n",
      "  T1[3][7]     3.8659032574×10⁻²                 5.41869708383×10⁻³                 3.128486220008×10⁻⁴     1.89974721623×10⁻³   8.1357597\n",
      "  T1[3][8]     2.8736715662×10⁻²                 4.50151088761×10⁻³                 2.598948522719×10⁻⁴     1.66209373358×10⁻³   7.3350923\n",
      "  T1[3][9]     5.7156515041×10⁻²                  1.3625065278×10⁻²                 7.866435105757×10⁻⁴     8.92119026745×10⁻³   2.3325533\n",
      " T1[3][10]     1.4676825631×10⁻²                  3.1996620971×10⁻³                 1.847325773077×10⁻⁴     1.99592999657×10⁻³   2.5699083\n",
      " T1[3][11]     6.5111840625×10⁻²                  8.7145116819×10⁻³                 5.031325665399×10⁻⁴     5.51577882694×10⁻³   2.4961600\n",
      " T1[3][12]     3.9670222728×10⁻²                 8.22906136236×10⁻³                 4.751050792738×10⁻⁴     4.80616761635×10⁻³   2.9315869\n",
      " T1[3][13]     2.6094082534×10⁻²                 2.25035202976×10⁻³                 1.299241350153×10⁻⁴    3.382023339652×10⁻⁴  44.2738941\n",
      " T1[3][14]    3.05868523013×10⁻³                 4.41888229758×10⁻⁴                2.5512428840251×10⁻⁵    1.646641796271×10⁻⁴   7.2015602\n",
      " T1[3][15]    4.03963885237×10⁻³                 1.73654934293×10⁻³                 1.002597230602×10⁻⁴     1.14077793413×10⁻³   2.3172454\n",
      " T1[3][16]    4.12446020125×10⁻³                7.530850301394×10⁻⁴                4.3479384487366×10⁻⁵    4.242241955917×10⁻⁴   3.1513538\n",
      " T1[3][17]    4.95756056703×10⁻³                 1.44977723183×10⁻³                8.3702927506134×10⁻⁵    9.482204124734×10⁻⁴   2.3376740\n",
      " T1[3][18]    2.64978243531×10⁻⁴               5.5786909469084×10⁻⁵               3.22085871992329×10⁻⁶   2.6016603518102×10⁻⁵   4.5979411\n",
      " T1[3][19]   4.188884563399×10⁻⁴                9.657782384997×10⁻⁵               5.57592325975284×10⁻⁶   5.2382440101933×10⁻⁵   3.3992521\n",
      " T1[3][20]  9.6765644685478×10⁻⁵               2.2387465197537×10⁻⁵               1.29254090582715×10⁻⁶   1.1952966231727×10⁻⁵   3.5079909\n",
      " T2[10][1]     5.7902031268×10⁻²                 6.71199803187×10⁻³                 3.875173870501×10⁻⁴     2.42086713856×10⁻³   7.6870858\n",
      " T2[10][2]      2.238241975×10⁻¹                  1.7199488252×10⁻²                 9.930129172466×10⁻⁴     5.13404418829×10⁻³  11.2230745\n",
      " T2[10][3]      1.996782859×10⁻¹                  1.7833836636×10⁻²                  1.02963703822×10⁻³     1.84374611258×10⁻³  93.5593795\n",
      " T2[10][4]      7.641292285×10⁻²                  2.4764119064×10⁻²                  1.42975708078×10⁻³      1.5943506506×10⁻²   2.4125598\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T2[10][5]     7.5314534028×10⁻²                 9.00534802578×10⁻³                 5.199240106832×10⁻⁴     3.02803695264×10⁻³   8.8446095\n",
      " T2[10][6]      1.098431015×10⁻¹                  1.7590614028×10⁻²                  1.01559457441×10⁻³     8.78733466134×10⁻³   4.0072613\n",
      " T2[10][7]     4.2142196909×10⁻²                 9.37717605955×10⁻³                 5.413915122222×10⁻⁴     6.03801403912×10⁻³   2.4118811\n",
      " T2[10][8]     5.4722801629×10⁻²                 6.67677454941×10⁻³                 3.854837583421×10⁻⁴     1.81603239528×10⁻³  13.5171845\n",
      " T2[10][9]     2.4580293144×10⁻²                 2.96584529347×10⁻³                 1.712331578557×10⁻⁴     1.50103531439×10⁻³   3.9040482\n",
      "T2[10][10]     7.5826291627×10⁻²                  9.6539370339×10⁻³                 5.573703145261×10⁻⁴      6.1300241614×10⁻³   2.4801877\n",
      "T2[10][11]     1.1139656014×10⁻²                  2.3142519676×10⁻³                 1.336133996467×10⁻⁴     1.39134201671×10⁻³   2.7666453\n",
      "T2[10][12]    6.30092060159×10⁻³                8.916734420505×10⁻⁴                5.1480790179711×10⁻⁵    5.192504813233×10⁻⁴   2.9488851\n",
      "T2[10][13]     1.9567526621×10⁻²                 2.58190222416×10⁻³                 1.490661944143×10⁻⁴     1.16073250956×10⁻³   4.9478359\n",
      "T2[10][14]    3.28477540997×10⁻³                9.079134476583×10⁻⁴                5.2418407340641×10⁻⁵    5.768650317506×10⁻⁴   2.4770825\n",
      "T2[10][15]    7.86791837302×10⁻³                 1.50540065407×10⁻³                8.6914347286791×10⁻⁵    8.090942066442×10⁻⁴   3.4618322\n",
      "T2[10][16]    3.39067067781×10⁻³                6.230591902218×10⁻⁴                3.5972339119563×10⁻⁵    3.489907572346×10⁻⁴   3.1873574\n",
      "T2[10][17]    6.90199338447×10⁻³                 1.23815138223×10⁻³                7.1484703383085×10⁻⁵    6.639507092262×10⁻⁴   3.4775695\n",
      "T2[10][18]   8.965805089344×10⁻⁴                1.558031257966×10⁻⁴               8.99529766192742×10⁻⁶   7.2676567037104×10⁻⁵   4.5958254\n",
      "T2[10][19]   2.580260170104×10⁻⁴               5.9640821533503×10⁻⁵               3.44336443670586×10⁻⁶   3.1556886673833×10⁻⁵   3.5718971\n",
      "T2[10][20]   1.452759983375×10⁻⁴               2.0309811621134×10⁻⁵               1.17258752066525×10⁻⁶  4.30127090062627×10⁻⁶  22.2955504\n",
      "    m1[17]        5.98650961×10⁰                     3.82093882×10⁰                    2.206020058×10⁻¹       2.476077582×10⁻¹ 238.1286622\n",
      "    m1[11]        1.21521059×10⁰                   8.443381633×10⁻¹                   4.8747886585×10⁻²      5.7669065855×10⁻² 214.3616077\n",
      "     m1[1]       -6.23763245×10⁰                     1.02689967×10¹                    5.928808002×10⁻¹       7.068288307×10⁻¹ 211.0704891\n",
      "     s2[4]        7.77666667×10⁰                     3.47279762×10⁰                     2.00502064×10⁻¹         1.14458629×10⁰   9.2058071\n",
      "  T1[1][1]      1.415798195×10⁻¹                  2.1039455254×10⁻²                  1.21471351543×10⁻³      1.0009300372×10⁻²   4.4183645\n",
      "  T1[1][2]      1.834728426×10⁻¹                  3.4220458444×10⁻²                  1.97571908944×10⁻³      2.0929705148×10⁻²   2.6732860\n",
      "  T1[1][3]     9.5545265293×10⁻²                  2.5056550387×10⁻²                   1.4466406111×10⁻³      1.6202878661×10⁻²   2.3914329\n",
      "  T1[1][4]      2.748217434×10⁻¹                  5.9812510134×10⁻²                  3.45327688267×10⁻³      4.0534244432×10⁻²   2.1774084\n",
      "  T1[1][5]     8.0996190828×10⁻²                  2.3298158881×10⁻²                  1.34511983015×10⁻³      1.5345021846×10⁻²   2.3051977\n",
      "  T1[1][6]     3.8021935463×10⁻²                 7.99219947761×10⁻³                 4.614298519813×10⁻⁴     4.58383470931×10⁻³   3.0400080\n",
      "  T1[1][7]      1.739509784×10⁻²                 7.67371225056×10⁻³                 4.430419833545×10⁻⁴      5.1729944949×10⁻³   2.2005284\n",
      "  T1[1][8]     2.2203679988×10⁻²                  6.1134575909×10⁻³                 3.529606385784×10⁻⁴     3.80072708357×10⁻³   2.5872622\n",
      "  T1[1][9]     3.4277237039×10⁻²                 6.78793790789×10⁻³                 3.919017778363×10⁻⁴     4.01564068389×10⁻³   2.8573670\n",
      " T1[1][10]     3.7470016156×10⁻²                  5.6350897636×10⁻³                 3.253420591921×10⁻⁴     3.02214953983×10⁻³   3.4767205\n",
      " T1[1][11]    9.13926575459×10⁻³                 1.77094950467×10⁻³                 1.022458173243×10⁻⁴    8.480608423057×10⁻⁴   4.3607213\n",
      " T1[1][12]     3.7403841583×10⁻²                 6.30769896609×10⁻³                 3.641751696037×10⁻⁴     3.88399871477×10⁻³   2.6374471\n",
      " T1[1][13]    8.89031087697×10⁻³                 1.71142204636×10⁻³                9.8808997916072×10⁻⁵    9.632924047274×10⁻⁴   3.1564432\n",
      " T1[1][14]     1.1896128983×10⁻²                 1.92501099007×10⁻³                  1.11140561331×10⁻⁴     1.04183044063×10⁻³   3.4140694\n",
      " T1[1][15]    3.68307053195×10⁻³                 1.03729645558×10⁻³                5.9888338786075×10⁻⁵    6.393841576847×10⁻⁴   2.6319767\n",
      " T1[1][16]    2.65653960772×10⁻³                6.298492513252×10⁻⁴                3.6364363480149×10⁻⁵    3.918492784704×10⁻⁴   2.5836586\n",
      " T1[1][17]   3.701783673003×10⁻⁴               6.7919118321947×10⁻⁵               3.92131212462981×10⁻⁶   2.0822229857388×10⁻⁵  10.6397055\n",
      " T1[1][18]   1.479625473387×10⁻⁴               6.9369409179798×10⁻⁵               4.00504470634819×10⁻⁶   3.9874914284314×10⁻⁵   3.0264706\n",
      " T1[1][19]  2.0043079274371×10⁻⁵              6.75169714475883×10⁻⁶              3.898094164013338×10⁻⁷  3.02129868066304×10⁻⁶   4.9938855\n",
      " T1[1][20] 8.83051344952812×10⁻⁶              4.35661353046531×10⁻⁶              2.515291994569314×10⁻⁷  2.18108962295471×10⁻⁶   3.9897993\n",
      "     s2[1]         9.3500000×10⁰                     4.27884662×10⁰                     2.47039325×10⁻¹         1.30215206×10⁰  10.7976695\n",
      "     s2[7]         2.7800000×10⁰                     2.06376608×10⁰                    1.191515902×10⁻¹        2.61023626×10⁻¹  62.5116991\n",
      "    m1[14]        2.97561372×10⁰                     3.72757356×10⁰                    2.152115596×10⁻¹       2.599156295×10⁻¹ 205.6779111\n",
      "    m2[15]        3.97289263×10⁰                      3.9116443×10⁰                    2.258388889×10⁻¹       2.482967317×10⁻¹ 248.1856720\n",
      "    m1[10]     4.3213749141×10⁻²                   2.115233295×10⁻¹                   1.2212305121×10⁻²     5.23175094994×10⁻³ 300.0000000\n",
      " T2[14][1]      1.087941622×10⁻¹                  1.8748078388×10⁻²                   1.0824208104×10⁻³      1.1465619148×10⁻²   2.6737358\n",
      " T2[14][2]     5.6235518285×10⁻²                 8.41622873707×10⁻³                 4.859111926909×10⁻⁴     4.79197589136×10⁻³   3.0846494\n",
      " T2[14][3]     7.5375653905×10⁻²                  1.6995222452×10⁻²                 9.812196257605×10⁻⁴      1.1119432428×10⁻²   2.3360841\n",
      " T2[14][4]      2.423014622×10⁻¹                  4.1235397871×10⁻²                  2.38072680611×10⁻³      2.6349360022×10⁻²   2.4490646\n",
      " T2[14][5]      1.411891566×10⁻¹                  1.9490178125×10⁻²                  1.12526595871×10⁻³      1.2190129524×10⁻²   2.5563186\n",
      " T2[14][6]      9.696525188×10⁻²                  1.1385858503×10⁻²                 6.573628471616×10⁻⁴     1.15453198781×10⁻³  97.2567213\n",
      " T2[14][7]     5.6154452997×10⁻²                  1.3870016096×10⁻²                   8.0078575267×10⁻⁴     8.84122298627×10⁻³   2.4610999\n",
      " T2[14][8]     3.4572260246×10⁻²                 8.24893019397×10⁻³                 4.762522068014×10⁻⁴     5.28177307633×10⁻³   2.4391347\n",
      " T2[14][9]     2.0888880579×10⁻²                 2.03301808007×10⁻³                 1.173763535795×10⁻⁴    9.455488416169×10⁻⁴   4.6229005\n",
      "T2[14][10]     9.7704627688×10⁻²                  2.7904466244×10⁻²                  1.61106510978×10⁻³      1.8914799316×10⁻²   2.1764263\n",
      "T2[14][11]     3.6389184801×10⁻²                 3.71134610785×10⁻³                 2.142746674426×10⁻⁴     1.66600607464×10⁻³   4.9626055\n",
      "T2[14][12]       1.24898192×10⁻²                  2.5755521952×10⁻³                  1.48699575321×10⁻⁴     1.43123176693×10⁻³   3.2383276\n",
      "T2[14][13]    5.22245317097×10⁻³                6.700334173814×10⁻⁴                3.8684397389119×10⁻⁵    2.967073750285×10⁻⁴   5.0996015\n",
      "T2[14][14]    5.20968118957×10⁻³                 1.09444086522×10⁻³                6.3187572814498×10⁻⁵    6.428201714939×10⁻⁴   2.8987156\n",
      "T2[14][15]    6.49862784913×10⁻³                 1.73479529237×10⁻³                 1.001584529041×10⁻⁴     1.06204258148×10⁻³   2.6681646\n",
      "T2[14][16]    3.07068581667×10⁻³                7.355406146195×10⁻⁴                4.2466457185049×10⁻⁵    4.839834408186×10⁻⁴   2.3096826\n",
      "T2[14][17]   6.032154209956×10⁻⁴               7.7944435682144×10⁻⁵               4.50012409229191×10⁻⁶   3.3314270536543×10⁻⁵   5.4740608\n",
      "T2[14][18]   1.508167054164×10⁻⁴               3.8520775262803×10⁻⁵               2.22399799673724×10⁻⁶   2.3585574695996×10⁻⁵   2.6674551\n",
      "T2[14][19]    1.31806431417×10⁻⁴               2.9974797921545×10⁻⁵               1.73059576489089×10⁻⁶   1.5191342472228×10⁻⁵   3.8933211\n",
      "T2[14][20]  5.2282846518015×10⁻⁵               1.1726192844981×10⁻⁵              6.770120595618959×10⁻⁷  5.39957593902355×10⁻⁶   4.7162276\n",
      "  T2[4][1]     7.8027240988×10⁻²                  2.2930372145×10⁻²                  1.32388565308×10⁻³      1.2277699577×10⁻²   3.4880942\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  T2[4][2]      1.240114066×10⁻¹                  1.1294163893×10⁻²                 6.520688563825×10⁻⁴     4.75840599724×10⁻³   5.6335893\n",
      "  T2[4][3]      2.955444859×10⁻¹                  4.5328682393×10⁻²                  2.61705269818×10⁻³       2.934972926×10⁻²   2.3852724\n",
      "  T2[4][4]      1.976022891×10⁻¹                  2.4797412837×10⁻²                  1.43167929765×10⁻³      9.3287082329×10⁻³   7.0659364\n",
      "  T2[4][5]     2.5021669731×10⁻²                 4.64048757952×10⁻³                 2.679186753209×10⁻⁴     2.33743648561×10⁻³   3.9413735\n",
      "  T2[4][6]      1.036616439×10⁻¹                   1.897422223×10⁻²                  1.09547723123×10⁻³      1.2068928295×10⁻²   2.4716704\n",
      "  T2[4][7]     3.8630314702×10⁻²                 4.71984604911×10⁻³                 2.725004386989×10⁻⁴     2.74383607099×10⁻³   2.9589617\n",
      "  T2[4][8]     6.7846219516×10⁻²                 9.65118548362×10⁻³                 5.572114536964×10⁻⁴     4.27715065776×10⁻³   5.0915760\n",
      "  T2[4][9]      1.802683925×10⁻²                 2.37297190366×10⁻³                 1.370035967359×10⁻⁴     1.36524908021×10⁻³   3.0210743\n",
      " T2[4][10]    5.37686450138×10⁻³                 1.71667101716×10⁻³                9.9112047386628×10⁻⁵     1.10319755798×10⁻³   2.4214057\n",
      " T2[4][11]     1.1653391086×10⁻²                 1.17861091083×10⁻³                6.8047132663649×10⁻⁵    5.893399161478×10⁻⁴   3.9995322\n",
      " T2[4][12]    7.42539697038×10⁻³                5.139747956864×10⁻⁴                2.9674348664624×10⁻⁵   6.3246655309642×10⁻⁵  66.0402210\n",
      " T2[4][13]     1.8823719388×10⁻²                 3.34476279281×10⁻³                 1.931099698804×10⁻⁴     1.72072154434×10⁻³   3.7784132\n",
      " T2[4][14]    5.66147206263×10⁻³                  2.2525960079×10⁻³                 1.300536911535×10⁻⁴     1.48294439957×10⁻³   2.3073681\n",
      " T2[4][15]    1.62122586617×10⁻³                9.826581372664×10⁻⁴                5.6733794007215×10⁻⁵    6.663466646964×10⁻⁴   2.1747255\n",
      " T2[4][16]   7.988333920546×10⁻⁴                5.377761301134×10⁻⁴                3.1048519348472×10⁻⁵    3.560371982661×10⁻⁴   2.2814570\n",
      " T2[4][17]   1.482034480023×10⁻⁴                1.067782474574×10⁻⁴               6.16484499131255×10⁻⁶   6.5576039555946×10⁻⁵   2.6513997\n",
      " T2[4][18]    5.79310684978×10⁻⁵               5.5114312689683×10⁻⁵               3.18202632675894×10⁻⁶   3.1833761081421×10⁻⁵   2.9974565\n",
      " T2[4][19]  4.1220220970659×10⁻⁵               4.3131990957981×10⁻⁵               2.49022665902751×10⁻⁶   2.6038018574158×10⁻⁵   2.7439939\n",
      " T2[4][20]   1.963216951488×10⁻⁵               1.6416155571634×10⁻⁵              9.477871838341589×10⁻⁷   1.0097686507681×10⁻⁵   2.6430121\n",
      "     s1[2]         8.5200000×10⁰                      4.3802842×10⁰                    2.528958259×10⁻¹         1.16348614×10⁰  14.1736645\n",
      "  T2[7][1]      1.497322117×10⁻¹                  1.2746090243×10⁻²                 7.358958633177×10⁻⁴     4.98910125577×10⁻³   6.5269358\n",
      "  T2[7][2]     6.9497936304×10⁻²                   1.727544022×10⁻²                 9.973980061616×10⁻⁴     9.99209187065×10⁻³   2.9891342\n",
      "  T2[7][3]     5.9859129826×10⁻²                 8.19985795187×10⁻³                 4.734190195828×10⁻⁴     4.02838559675×10⁻³   4.1433402\n",
      "  T2[7][4]     5.4217737361×10⁻²                 8.30436186421×10⁻³                  4.79452555775×10⁻⁴     5.05882642569×10⁻³   2.6947158\n",
      "  T2[7][5]       1.22392157×10⁻¹                  1.8245809888×10⁻²                  1.05342232507×10⁻³     9.91450447983×10⁻³   3.3867588\n",
      "  T2[7][6]      1.054214806×10⁻¹                  1.9576044315×10⁻²                  1.13022344552×10⁻³      1.0707935687×10⁻²   3.3422457\n",
      "  T2[7][7]     3.9334862399×10⁻²                 5.44156522477×10⁻³                 3.141689147331×10⁻⁴     1.24928437692×10⁻³  18.9725218\n",
      "  T2[7][8]      1.466818172×10⁻¹                 8.22829917823×10⁻³                 4.750610745523×10⁻⁴     2.91090442251×10⁻³   7.9903215\n",
      "  T2[7][9]     6.1329116007×10⁻²                 5.08172638703×10⁻³                 2.933936097499×10⁻⁴    9.799890600722×10⁻⁴  26.8893374\n",
      " T2[7][10]     4.7089433917×10⁻²                 4.23144737365×10⁻³                 2.443027280239×10⁻⁴    5.525285851349×10⁻⁴  58.6500498\n",
      " T2[7][11]     7.9233016607×10⁻²                  1.8132587046×10⁻²                  1.04688540119×10⁻³      1.1591635037×10⁻²   2.4469784\n",
      " T2[7][12]     3.8052176789×10⁻²                 3.59352755082×10⁻³                 2.074724098806×10⁻⁴    9.790665927815×10⁻⁴  13.4715477\n",
      " T2[7][13]    6.36802067755×10⁻³                 1.29335275165×10⁻³                7.4671755932179×10⁻⁵     7.80609475127×10⁻⁴   2.7451517\n",
      " T2[7][14]     1.4665754008×10⁻²                 2.06588197996×10⁻³                 1.192737517243×10⁻⁴    7.610863692738×10⁻⁴   7.3678899\n",
      " T2[7][15]    2.85821358455×10⁻³                6.071558466335×10⁻⁴                3.5054159149391×10⁻⁵    2.700647013038×10⁻⁴   5.0543431\n",
      " T2[7][16]    1.76027003115×10⁻³                2.903129883367×10⁻⁴                1.6761228196541×10⁻⁵    1.458009004421×10⁻⁴   3.9647200\n",
      " T2[7][17]   4.835883120716×10⁻⁴               8.6780291799933×10⁻⁵               5.01026248310454×10⁻⁶   3.2048916705537×10⁻⁵   7.3318826\n",
      " T2[7][18]   6.149658273298×10⁻⁴                1.568807968542×10⁻⁴               9.05751702944343×10⁻⁶   9.3729484423553×10⁻⁵   2.8014774\n",
      " T2[7][19]   3.110723934957×10⁻⁴               5.4173420193825×10⁻⁵               3.12770387318275×10⁻⁶   1.3761321733028×10⁻⁵  15.4971634\n",
      " T2[7][20]  9.7039555177293×10⁻⁵               1.8408676316881×10⁻⁵                1.0628254226976×10⁻⁶  5.47102582854612×10⁻⁶  11.3215944\n",
      "     s1[9]         5.7200000×10⁰                     2.34519362×10⁰                    1.353998167×10⁻¹       3.955165399×10⁻¹  35.1583195\n",
      "        lp       -6.19372646×10⁶                     2.87550946×10⁵                      1.66017616×10⁴         1.93369876×10⁵   2.2113219\n",
      " T1[16][1]      1.088168268×10⁻¹                  2.8962938037×10⁻²                  1.67217600721×10⁻³      1.8284198178×10⁻²   2.5091891\n",
      " T1[16][2]     5.7748371091×10⁻²                 8.29068044668×10⁻³                 4.786626587659×10⁻⁴     3.05112785056×10⁻³   7.3834534\n",
      " T1[16][3]     6.8959916945×10⁻²                 9.37038686794×10⁻³                 5.409995380614×10⁻⁴     3.89690369031×10⁻³   5.7819682\n",
      " T1[16][4]      3.384759445×10⁻¹                  3.2222279818×10⁻²                   1.8603541927×10⁻³       1.899719287×10⁻²   2.8769590\n",
      " T1[16][5]     5.5438507778×10⁻²                 4.75076670377×10⁻³                 2.742856435281×10⁻⁴     2.02200849661×10⁻³   5.5202844\n",
      " T1[16][6]     9.4173287158×10⁻²                  3.3189585226×10⁻²                  1.91620159643×10⁻³      2.2434783295×10⁻²   2.1885672\n",
      " T1[16][7]     6.5118362007×10⁻²                  1.1375400289×10⁻²                 6.567590418908×10⁻⁴     4.58698975984×10⁻³   6.1500385\n",
      " T1[16][8]      5.064010872×10⁻²                 4.71154104638×10⁻³                 2.720209491428×10⁻⁴     2.37344621445×10⁻³   3.9406437\n",
      " T1[16][9]     5.9275937439×10⁻²                  1.1822389228×10⁻²                 6.825659603399×10⁻⁴     6.17168677185×10⁻³   3.6694650\n",
      "T1[16][10]     1.1197143384×10⁻²                 2.47410209415×10⁻³                 1.428423510061×10⁻⁴     1.63858466613×10⁻³   2.2798037\n",
      "T1[16][11]      5.107628741×10⁻²                 6.57607279617×10⁻³                 3.796697399081×10⁻⁴     3.92189682347×10⁻³   2.8115182\n",
      "T1[16][12]    5.04376399583×10⁻³                 3.12662803561×10⁻³                 1.805159538015×10⁻⁴     2.10505730322×10⁻³   2.2060969\n",
      "T1[16][13]     2.0417986142×10⁻²                 6.24074303071×10⁻³                 3.603094668721×10⁻⁴     4.21283144769×10⁻³   2.1944437\n",
      "T1[16][14]    6.90769450552×10⁻³                 1.84085814067×10⁻³                 1.062819943055×10⁻⁴     1.19002472933×10⁻³   2.3929227\n",
      "T1[16][15]    1.45481013737×10⁻³                2.861627015052×10⁻⁴                1.6521611274607×10⁻⁵     1.50340501097×10⁻⁴   3.6230478\n",
      "T1[16][16]    3.41366288279×10⁻³                7.602611221275×10⁻⁴                 4.389369635147×10⁻⁵    4.857335094437×10⁻⁴   2.4497933\n",
      "T1[16][17]    1.53523192617×10⁻³                3.598878522198×10⁻⁴                 2.077813483572×10⁻⁵    2.352697568687×10⁻⁴   2.3399262\n",
      "T1[16][18]   2.513684246777×10⁻⁴                1.023531129167×10⁻⁴               5.90935972948692×10⁻⁶   6.8709017751217×10⁻⁵   2.2190885\n",
      "T1[16][19]  4.2996850533935×10⁻⁵               1.2462107873801×10⁻⁵              7.195001335609398×10⁻⁷  7.44523382854075×10⁻⁶   2.8017303\n",
      "T1[16][20]  1.1791886389617×10⁻⁵              3.90287202346374×10⁻⁶              2.253324213359452×10⁻⁷  2.44490338862846×10⁻⁶   2.5482687\n",
      " T1[14][1]     5.1828088918×10⁻²                  1.7564137944×10⁻²                  1.01406597703×10⁻³      1.1056968893×10⁻²   2.5233733\n",
      " T1[14][2]      4.518483952×10⁻¹                  3.7288090639×10⁻²                   2.1528289168×10⁻³      2.1102094984×10⁻²   3.1224044\n",
      " T1[14][3]     7.1683363036×10⁻²                   2.701124064×10⁻²                  1.55949470547×10⁻³      1.8184750761×10⁻²   2.2063498\n",
      " T1[14][4]     7.4241049211×10⁻²                  1.1739954651×10⁻²                 6.778065977955×10⁻⁴     5.72326545128×10⁻³   4.2077028\n",
      " T1[14][5]     3.6917577465×10⁻²                 5.30245630883×10⁻³                 3.061374577271×10⁻⁴     2.68722248988×10⁻³   3.8935607\n",
      " T1[14][6]      1.638606031×10⁻¹                  1.9780766147×10⁻²                  1.14204306595×10⁻³      1.1681348726×10⁻²   2.8674790\n",
      " T1[14][7]     2.3135475467×10⁻²                 2.30951785152×10⁻³                 1.333400753271×10⁻⁴    6.948487966705×10⁻⁴  11.0474496\n",
      " T1[14][8]     5.3547125037×10⁻²                 7.81691138851×10⁻³                 4.513095894388×10⁻⁴     3.59772952897×10⁻³   4.7207756\n",
      " T1[14][9]     3.8203834257×10⁻²                 7.33045120767×10⁻³                 4.232237978028×10⁻⁴     4.66522539879×10⁻³   2.4689719\n",
      "T1[14][10]     1.3889237952×10⁻²                 4.19601598182×10⁻³                 2.422570956627×10⁻⁴     2.58481642463×10⁻³   2.6352077\n",
      "T1[14][11]    5.59586661726×10⁻³                 1.17872369344×10⁻³                6.8053644170685×10⁻⁵    4.932599577348×10⁻⁴   5.7104759\n",
      "T1[14][12]    3.93369417153×10⁻³                6.702648229557×10⁻⁴                3.8697757596183×10⁻⁵     3.18553577763×10⁻⁴   4.4271871\n",
      "T1[14][13]    5.54495318655×10⁻³                 1.14591218583×10⁻³                6.6159270895603×10⁻⁵     6.35325115152×10⁻⁴   3.2531990\n",
      "T1[14][14]    2.30975156685×10⁻³                4.499453946593×10⁻⁴                2.5977609472719×10⁻⁵    1.671913767762×10⁻⁴   7.2425562\n",
      "T1[14][15]    2.08699294058×10⁻³                3.856267386666×10⁻⁴                2.2264170137586×10⁻⁵    1.640706034611×10⁻⁴   5.5242424\n",
      "T1[14][16]   9.546575616653×10⁻⁴                1.366221777375×10⁻⁴               7.88788510940252×10⁻⁶   2.6786074453475×10⁻⁵  26.0150260\n",
      "T1[14][17]   3.290189087752×10⁻⁴               8.4562999906194×10⁻⁵               4.88224707593233×10⁻⁶   4.9326736354621×10⁻⁵   2.9389757\n",
      "T1[14][18]  7.1454653841949×10⁻⁵               1.8093354196052×10⁻⁵               1.04462029156338×10⁻⁶  9.13979747659544×10⁻⁶   3.9189076\n",
      "T1[14][19]   1.182535129796×10⁻⁵               2.3243557916482×10⁻⁶              1.341967442000553×10⁻⁷ 8.625157081220834×10⁻⁷   7.2622499\n",
      "T1[14][20] 7.03537618083098×10⁻⁶              1.37217131888648×10⁻⁶             7.9222348033339429×10⁻⁸ 5.938569650280627×10⁻⁷   5.3389145\n",
      "     m2[5]       -3.12262647×10⁰                     6.91747477×10⁰                     3.99380592×10⁻¹       4.895564618×10⁻¹ 199.6593223\n",
      "    m1[15]        4.27446031×10⁰                     2.69676003×10⁰                    1.556975128×10⁻¹       1.901744797×10⁻¹ 201.0852111\n",
      "    m2[14]        3.24259951×10⁰                     2.89281009×10⁰                    1.670164686×10⁻¹       1.721611666×10⁻¹ 282.3380784\n",
      " T1[17][1]      1.316787624×10⁻¹                  2.5596119472×10⁻²                  1.47779264673×10⁻³      1.5165230417×10⁻²   2.8487231\n",
      " T1[17][2]      1.396395878×10⁻¹                  9.8398585068×10⁻³                 5.681044957688×10⁻⁴     5.52563148473×10⁻³   3.1711287\n",
      " T1[17][3]      1.599671774×10⁻¹                  3.0814859351×10⁻²                  1.77909673416×10⁻³      1.7779803587×10⁻²   3.0037685\n",
      " T1[17][4]     2.7810501744×10⁻²                 6.56218804337×10⁻³                 3.788681033312×10⁻⁴     3.55911892492×10⁻³   3.3994788\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[17][5]      2.162537849×10⁻¹                  3.1298252467×10⁻²                  1.80700544873×10⁻³      1.8636813285×10⁻²   2.8203102\n",
      " T1[17][6]     5.5803915451×10⁻²                  1.2697483158×10⁻²                 7.330895319228×10⁻⁴     7.87944964325×10⁻³   2.5968300\n",
      " T1[17][7]     3.4043412808×10⁻²                 5.54083107308×10⁻³                 3.199000311577×10⁻⁴    3.519083808818×10⁻⁴ 247.9080331\n",
      " T1[17][8]     6.0170714496×10⁻²                 8.55969672723×10⁻³                  4.94194320965×10⁻⁴     1.95776445143×10⁻³  19.1159497\n",
      " T1[17][9]     8.0281319366×10⁻²                 9.97575063967×10⁻³                 5.759502317183×10⁻⁴     4.69521864243×10⁻³   4.5141868\n",
      "T1[17][10]     1.6714167655×10⁻²                 5.45142645482×10⁻³                 3.147382531159×10⁻⁴     3.66302274115×10⁻³   2.2148335\n",
      "T1[17][11]     1.0687655694×10⁻²                  2.1928537563×10⁻³                 1.266044706493×10⁻⁴     1.26795308702×10⁻³   2.9909763\n",
      "T1[17][12]    7.51368817179×10⁻³                8.588164703508×10⁻⁴                4.9583792034151×10⁻⁵    3.394296290841×10⁻⁴   6.4017871\n",
      "T1[17][13]     3.6416537945×10⁻²                  3.6481105558×10⁻³                 2.106237611422×10⁻⁴    7.365909400558×10⁻⁴  24.5291917\n",
      "T1[17][14]    5.00304248452×10⁻³                8.708738926749×10⁻⁴                5.0279927636606×10⁻⁵    3.970667911375×10⁻⁴   4.8104246\n",
      "T1[17][15]    6.69875775382×10⁻³                 1.69712813586×10⁻³                9.7983738608539×10⁻⁵     1.07501505872×10⁻³   2.4922992\n",
      "T1[17][16]    4.05672576461×10⁻³                8.296184035679×10⁻⁴                4.7898040862459×10⁻⁵    4.351789471815×10⁻⁴   3.6343019\n",
      "T1[17][17]    3.31524775816×10⁻³                6.517966919875×10⁻⁴                3.7631499557591×10⁻⁵    3.697616943199×10⁻⁴   3.1072806\n",
      "T1[17][18]    1.42173380751×10⁻³                2.625300117266×10⁻⁴                1.5157177294069×10⁻⁵   9.6914343331196×10⁻⁵   7.3380692\n",
      "T1[17][19]    2.23939880432×10⁻³                  8.9620438425×10⁻⁴                5.1742384249568×10⁻⁵    5.781060117515×10⁻⁴   2.4032511\n",
      "T1[17][20]   2.838678719369×10⁻⁴               9.1073762512756×10⁻⁵               5.25814613028519×10⁻⁶   5.7862218818534×10⁻⁵   2.4774015\n",
      "    m1[20]        8.27456226×10⁰                     6.38512559×10⁰                    3.686453978×10⁻¹       4.373731696×10⁻¹ 213.1251057\n",
      "    m2[13]        2.36506025×10⁰                     2.42971442×10⁰                    1.402796274×10⁻¹       1.346722617×10⁻¹ 300.0000000\n",
      "     m2[9]     -5.167129227×10⁻¹                     1.78162272×10⁰                    1.028620357×10⁻¹       1.177374635×10⁻¹ 228.9824165\n",
      "     m1[9]     -1.138563258×10⁻¹                     3.29163487×10⁰                    1.900426276×10⁻¹       2.097373747×10⁻¹ 246.3041064\n",
      "     m1[7]       -1.72355193×10⁰                     4.67754434×10⁰                    2.700581485×10⁻¹       3.161311204×10⁻¹ 218.9280078\n",
      "    m2[18]         6.6324884×10⁰                     5.10076863×10⁰                    2.944930142×10⁻¹       3.427878986×10⁻¹ 221.4217535\n",
      "     m1[6]       -2.77570869×10⁰                     4.56340134×10⁰                    2.634680994×10⁻¹       3.067092296×10⁻¹ 221.3724857\n",
      "   epsilon        2.0000000×10⁻² 6.95048771968455803005326743×10⁻¹⁸ 4.012865955959068031688730116×10⁻¹⁹                      0 300.0000000\n",
      "     m1[2]       -5.70134358×10⁰                     8.49053422×10⁰                     4.90201222×10⁻¹        5.81544168×10⁻¹ 213.1594663\n",
      "  T1[2][1]      1.800608389×10⁻¹                   1.651399075×10⁻²                  9.53435700477×10⁻⁴     8.06610700517×10⁻³   4.1915641\n",
      "  T1[2][2]     5.6744528166×10⁻²                  1.0635723455×10⁻²                 6.140537799852×10⁻⁴     6.51819800567×10⁻³   2.6624348\n",
      "  T1[2][3]     6.4673472618×10⁻²                 7.40018118941×10⁻³                  4.27249660176×10⁻⁴     3.45686796319×10⁻³   4.5826757\n",
      "  T1[2][4]      1.443192604×10⁻¹                  1.9572656172×10⁻²                  1.13002783094×10⁻³      1.2108202642×10⁻²   2.6130046\n",
      "  T1[2][5]       2.13677173×10⁻¹                  1.1875248558×10⁻²                  6.85617795145×10⁻⁴     4.77807962605×10⁻³   6.1770149\n",
      "  T1[2][6]     3.6837100543×10⁻²                  1.3163040547×10⁻²                 7.599685003429×10⁻⁴     8.40308248821×10⁻³   2.4537775\n",
      "  T1[2][7]      2.357199886×10⁻²                 3.02635338235×10⁻³                 1.747265939964×10⁻⁴     1.53914179688×10⁻³   3.8661795\n",
      "  T1[2][8]     3.3794745228×10⁻²                 5.37053468234×10⁻³                  3.10067964454×10⁻⁴     2.92311509451×10⁻³   3.3755397\n",
      "  T1[2][9]     8.4630253916×10⁻²                  1.0973011776×10⁻²                 6.335271302752×10⁻⁴     5.93230341426×10⁻³   3.4214089\n",
      " T1[2][10]     3.0403349769×10⁻²                 2.79702897642×10⁻³                  1.61486543247×10⁻⁴     1.31045978358×10⁻³   4.5556100\n",
      " T1[2][11]     8.7865008074×10⁻²                  1.8807703147×10⁻²                  1.08586324745×10⁻³      1.2249689573×10⁻²   2.3573353\n",
      " T1[2][12]    6.96774019979×10⁻³                 1.18429078478×10⁻³                6.8375060339324×10⁻⁵    7.194400877884×10⁻⁴   2.7097388\n",
      " T1[2][13]     1.7378892552×10⁻²                 1.55440182405×10⁻³                8.9743431154305×10⁻⁵    4.901028094458×10⁻⁴  10.0589398\n",
      " T1[2][14]    3.67298690795×10⁻³                4.599885113251×10⁻⁴                2.6557449083768×10⁻⁵    2.721224461256×10⁻⁴   2.8573618\n",
      " T1[2][15]    9.48793191191×10⁻³                9.056303313416×10⁻⁴                5.2286591558636×10⁻⁵     3.72435089922×10⁻⁴   5.9129027\n",
      " T1[2][16]    4.81299299598×10⁻³                5.265131499385×10⁻⁴                3.0398250884885×10⁻⁵    2.119909178458×10⁻⁴   6.1685620\n",
      " T1[2][17]   8.070088119833×10⁻⁴                3.471452271125×10⁻⁴                2.0042439032128×10⁻⁵    2.185936905542×10⁻⁴   2.5220120\n",
      " T1[2][18]   2.052783395007×10⁻⁴               3.0178772613567×10⁻⁵               1.74237224922555×10⁻⁶   9.2031167429946×10⁻⁶  10.7530901\n",
      " T1[2][19]  8.0870875834919×10⁻⁵               1.4514337926666×10⁻⁵              8.379856909070073×10⁻⁷  6.80810444524966×10⁻⁶   4.5450853\n",
      " T1[2][20] 8.56790787514069×10⁻⁶              2.35180384811472×10⁻⁶              1.357814584790231×10⁻⁷  1.47926180026177×10⁻⁶   2.5276219\n",
      "  T1[9][1]      1.104422086×10⁻¹                  1.3752716173×10⁻²                 7.940134384702×10⁻⁴      6.4622497312×10⁻³   4.5290747\n",
      "  T1[9][2]     6.6463330641×10⁻²                 8.80108072837×10⁻³                 5.081306327682×10⁻⁴     2.89954975049×10⁻³   9.2132081\n",
      "  T1[9][3]      3.372485847×10⁻¹                  2.3626906034×10⁻²                  1.36410005586×10⁻³     9.57456971331×10⁻³   6.0894095\n",
      "  T1[9][4]     2.1666612296×10⁻²                 7.97466025208×10⁻³                 4.604172243233×10⁻⁴     4.99364619685×10⁻³   2.5502857\n",
      "  T1[9][5]       1.83224322×10⁻¹                  2.0499879109×10⁻²                  1.18356107218×10⁻³      1.2475279929×10⁻²   2.7002377\n",
      "  T1[9][6]      1.191431868×10⁻¹                  1.8368989976×10⁻²                  1.06053413075×10⁻³      1.0357694591×10⁻²   3.1451716\n",
      "  T1[9][7]     1.4173251214×10⁻²                 2.17492604477×10⁻³                 1.255694137415×10⁻⁴    6.952341976602×10⁻⁴   9.7864850\n",
      "  T1[9][8]     2.9505787438×10⁻²                 6.05538709014×10⁻³                 3.496079366541×10⁻⁴     3.57687072315×10⁻³   2.8660076\n",
      "  T1[9][9]     1.0147297438×10⁻²                 1.25291403591×10⁻³                7.2337025590695×10⁻⁵    3.336395289168×10⁻⁴  14.1022221\n",
      " T1[9][10]     5.5974642303×10⁻²                 8.04296705289×10⁻³                 4.643609193069×10⁻⁴     4.76221115797×10⁻³   2.8524319\n",
      " T1[9][11]     1.5924009703×10⁻²                 2.49842977208×10⁻³                 1.442469101459×10⁻⁴    8.396053096517×10⁻⁴   8.8549057\n",
      " T1[9][12]     2.4620373077×10⁻²                 5.46613847201×10⁻³                 3.155876518243×10⁻⁴     3.26400422788×10⁻³   2.8045283\n",
      " T1[9][13]     7.0091025685×10⁻³                 1.12362284146×10⁻³                6.4872394998266×10⁻⁵    6.494072811187×10⁻⁴   2.9936899\n",
      " T1[9][14]    1.48913873192×10⁻³                3.834204880888×10⁻⁴                2.2136792201087×10⁻⁵    1.769504188214×10⁻⁴   4.6951281\n",
      " T1[9][15]    2.08957753865×10⁻³                 2.99393371546×10⁻⁴                 1.728548436557×10⁻⁵    7.045423210903×10⁻⁵  18.0580225\n",
      " T1[9][16]   4.554624691749×10⁻⁴                1.369039087207×10⁻⁴               7.90415085529967×10⁻⁶   8.2997131137894×10⁻⁵   2.7208559\n",
      " T1[9][17]   3.374116818734×10⁻⁴                9.560246559103×10⁻⁵               5.51961092441734×10⁻⁶   5.8419579148603×10⁻⁵   2.6780664\n",
      " T1[9][18]  7.4980947710835×10⁻⁵               2.3251630403536×10⁻⁵               1.34243350725794×10⁻⁶   1.3220650438457×10⁻⁵   3.0931514\n",
      " T1[9][19]  5.8779277246543×10⁻⁶              2.93091895204671×10⁻⁶              1.692166845937141×10⁻⁷  1.75865310746068×10⁻⁶   2.7774564\n",
      " T1[9][20] 4.84189278085134×10⁻⁶              1.94851264575532×10⁻⁶              1.124974300546223×10⁻⁷  1.15638358877368×10⁻⁶   2.8392434\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     s1[1]        9.67666667×10⁰                     6.63114085×10⁰                    3.828490955×10⁻¹         1.87604489×10⁰  12.4936706\n",
      "     m1[8]       -1.36616671×10⁰                     2.33337612×10⁰                     1.34717533×10⁻¹        1.31482093×10⁻¹ 300.0000000\n",
      "  T2[5][1]     9.7140956471×10⁻²                  2.3730536837×10⁻²                   1.3700831831×10⁻³      1.4438318129×10⁻²   2.7013566\n",
      "  T2[5][2]      1.165944747×10⁻¹                  5.3508898661×10⁻²                  3.08933770461×10⁻³      3.5693949226×10⁻²   2.2473092\n",
      "  T2[5][3]     8.7338068775×10⁻²                  2.2268849919×10⁻²                  1.28569264953×10⁻³      1.4655614591×10⁻²   2.3088063\n",
      "  T2[5][4]      1.512692483×10⁻¹                  2.0098111482×10⁻²                  1.16036500746×10⁻³      1.1619408997×10⁻²   2.9918680\n",
      "  T2[5][5]       1.82400044×10⁻¹                  3.0668757687×10⁻²                  1.77066155064×10⁻³      1.9293135853×10⁻²   2.5268923\n",
      "  T2[5][6]      1.809687731×10⁻¹                  1.5554497937×10⁻²                 8.980393571074×10⁻⁴     8.81746950742×10⁻³   3.1118887\n",
      "  T2[5][7]      1.919576573×10⁻²                 6.56512219822×10⁻³                 3.790375068407×10⁻⁴     4.45081205553×10⁻³   2.1757406\n",
      "  T2[5][8]     3.2549470248×10⁻²                 6.52292836684×10⁻³                 3.766014448501×10⁻⁴     3.75916217618×10⁻³   3.0109469\n",
      "  T2[5][9]     3.9083254482×10⁻²                 9.79308111859×10⁻³                 5.654038020011×10⁻⁴     6.69266987907×10⁻³   2.1411145\n",
      " T2[5][10]     4.8853053751×10⁻²                  2.1282264786×10⁻²                  1.22873213034×10⁻³      1.4683729919×10⁻²   2.1006946\n",
      " T2[5][11]     2.2763939251×10⁻²                 5.22766676216×10⁻³                 3.018194812369×10⁻⁴     3.24009411565×10⁻³   2.6031581\n",
      " T2[5][12]    9.52513895274×10⁻³                 2.90911198774×10⁻³                 1.679576589224×10⁻⁴     1.70192897939×10⁻³   2.9217161\n",
      " T2[5][13]    6.31413879548×10⁻³                 2.78507538911×10⁻³                 1.607964025618×10⁻⁴     1.82237064889×10⁻³   2.3356109\n",
      " T2[5][14]     3.4789861031×10⁻³                 1.73385752135×10⁻³                 1.001043106689×10⁻⁴     1.14753204197×10⁻³   2.2829541\n",
      " T2[5][15]    1.07676820945×10⁻³                4.841583893519×10⁻⁴                2.7952897642273×10⁻⁵    2.980787032566×10⁻⁴   2.6382323\n",
      " T2[5][16]   3.842360525723×10⁻⁴                2.198248022743×10⁻⁴                1.2691590876764×10⁻⁵    1.412930277493×10⁻⁴   2.4205381\n",
      " T2[5][17]   2.808234928188×10⁻⁴                1.262187064173×10⁻⁴               7.28724041268176×10⁻⁶   7.7325057433476×10⁻⁵   2.6644461\n",
      " T2[5][18]   5.658377068567×10⁻⁴                 2.42346460644×10⁻⁴                1.3991879428999×10⁻⁵    1.557312661478×10⁻⁴   2.4217078\n",
      " T2[5][19]   1.618717567807×10⁻⁴               4.9721065717927×10⁻⁵               2.87064706766402×10⁻⁶   2.7800973541326×10⁻⁵   3.1986067\n",
      " T2[5][20]  5.5150141514318×10⁻⁵               2.5315893954727×10⁻⁵               1.46161381895377×10⁻⁶   1.5227508286544×10⁻⁵   2.7639415\n",
      " T1[12][1]       1.01923436×10⁻¹                  1.2358208539×10⁻²                 7.135015026666×10⁻⁴     6.05331617349×10⁻³   4.1679675\n",
      " T1[12][2]      3.357774496×10⁻¹                  2.4552720267×10⁻²                  1.41755196558×10⁻³     3.10439435056×10⁻³  62.5526140\n",
      " T1[12][3]       1.58859668×10⁻¹                  3.2310235677×10⁻²                  1.86543232657×10⁻³      2.0504549221×10⁻²   2.4830176\n",
      " T1[12][4]      1.090791394×10⁻¹                  1.5497386769×10⁻²                 8.947420422996×10⁻⁴     7.61723099555×10⁻³   4.1392599\n",
      " T1[12][5]     7.3343151388×10⁻²                 8.64376572461×10⁻³                 4.990480467916×10⁻⁴     2.27322050098×10⁻³  14.4584869\n",
      " T1[12][6]     4.4089710823×10⁻²                 9.30514635424×10⁻³                 5.372328752469×10⁻⁴     5.74274407742×10⁻³   2.6254726\n",
      " T1[12][7]     6.8099053979×10⁻²                 8.75172756112×10⁻³                 5.052812263288×10⁻⁴     4.45579408034×10⁻³   3.8577791\n",
      " T1[12][8]     3.2010620779×10⁻²                 3.47527022957×10⁻³                 2.006448202549×10⁻⁴     1.41919976036×10⁻³   5.9963932\n",
      " T1[12][9]     2.2011158176×10⁻²                 1.98526384928×10⁻³                 1.146192617797×10⁻⁴     7.74350408418×10⁻⁴   6.5729663\n",
      "T1[12][10]     1.7099326245×10⁻²                 2.16216421145×10⁻³                 1.248326089515×10⁻⁴     1.07444387027×10⁻³   4.0495791\n",
      "T1[12][11]     2.0060422473×10⁻²                 3.59476062097×10⁻³                 2.075436012191×10⁻⁴     1.45407982662×10⁻³   6.1117200\n",
      "T1[12][12]    6.00714511737×10⁻³                 1.14727610947×10⁻³                6.6238017063508×10⁻⁵    6.159288088681×10⁻⁴   3.4695637\n",
      "T1[12][13]    2.14045171413×10⁻³                 4.46460388843×10⁻⁴                2.5776402568099×10⁻⁵    2.811150620261×10⁻⁴   2.5223052\n",
      "T1[12][14]    4.03414843434×10⁻³                7.539821704279×10⁻⁴                4.3531180906075×10⁻⁵    4.130708463195×10⁻⁴   3.3317550\n",
      "T1[12][15]     1.3637498611×10⁻³                1.362941535807×10⁻⁴               7.86894662587645×10⁻⁶   6.4084934567619×10⁻⁵   4.5231664\n",
      "T1[12][16]    1.98788215894×10⁻³                2.812129757755×10⁻⁴                1.6235838726361×10⁻⁵   7.8519954938452×10⁻⁵  12.8265728\n",
      "T1[12][17]   5.499474159292×10⁻⁴                9.196957636376×10⁻⁵               5.30986596708726×10⁻⁶   3.9714895256351×10⁻⁵   5.3626756\n",
      "T1[12][18]   8.634615212995×10⁻⁴                1.470271404787×10⁻⁴               8.48861591335377×10⁻⁶   7.6801567994448×10⁻⁵   3.6648386\n",
      "T1[12][19]    6.64235281459×10⁻⁴               9.6707459171479×10⁻⁵               5.58340775852981×10⁻⁶    4.866068750732×10⁻⁵   3.9496941\n",
      "T1[12][20]   3.584163178312×10⁻⁵              6.83095401517681×10⁻⁶              3.943853139484284×10⁻⁷   3.5334136649553×10⁻⁶   3.7374359\n",
      " T1[20][1]     6.7227121718×10⁻²                   1.198409956×10⁻²                 6.919023106799×10⁻⁴     5.74078205523×10⁻³   4.3578141\n",
      " T1[20][2]      1.213122501×10⁻¹                  3.0928988695×10⁻²                   1.7856859949×10⁻³      1.6942521078×10⁻²   3.3325400\n",
      " T1[20][3]      1.645860584×10⁻¹                  1.6834972767×10⁻²                 9.719676059086×10⁻⁴     4.70641924134×10⁻³  12.7950979\n",
      " T1[20][4]      1.671888609×10⁻¹                   2.314485221×10⁻²                  1.33626866536×10⁻³      1.3459699729×10⁻²   2.9569098\n",
      " T1[20][5]     4.1396311464×10⁻²                  7.4555030866×10⁻³                 4.304436713992×10⁻⁴     3.88825630856×10⁻³   3.6765810\n",
      " T1[20][6]     7.6340286831×10⁻²                  1.9934681107×10⁻²                  1.15092935034×10⁻³      1.1779154203×10⁻²   2.8641145\n",
      " T1[20][7]     5.2393901455×10⁻²                 5.47584786407×10⁻³                 3.161482238364×10⁻⁴    8.596798612196×10⁻⁴  40.5722638\n",
      " T1[20][8]     2.5200295167×10⁻²                 2.97730576448×10⁻³                 1.718948284582×10⁻⁴    8.382732442158×10⁻⁴  12.6146634\n",
      " T1[20][9]      1.427643932×10⁻¹                  1.3811124392×10⁻²                 7.973856385301×10⁻⁴     4.35793374715×10⁻³  10.0437716\n",
      "T1[20][10]     1.0571817335×10⁻²                 1.64036388427×10⁻³                9.4706453015157×10⁻⁵    9.902612761516×10⁻⁴   2.7439791\n",
      "T1[20][11]     2.2818388663×10⁻²                 6.16519005956×10⁻³                 3.559474140492×10⁻⁴     3.87949933409×10⁻³   2.5254663\n",
      "T1[20][12]     4.6551257432×10⁻²                 9.10423686981×10⁻³                 5.256333607551×10⁻⁴     5.31187113471×10⁻³   2.9375958\n",
      "T1[20][13]     1.6418120303×10⁻²                 4.54736654583×10⁻³                 2.625423299339×10⁻⁴     2.81564851791×10⁻³   2.6083331\n",
      "T1[20][14]     2.5856018242×10⁻²                 3.06007925002×10⁻³                 1.766737578743×10⁻⁴     1.61746303049×10⁻³   3.5792878\n",
      "T1[20][15]    3.42878222581×10⁻³                7.393764917114×10⁻⁴                4.2687921652208×10⁻⁵    4.219909133888×10⁻⁴   3.0699060\n",
      "T1[20][16]    9.03218166348×10⁻³                 1.45271484674×10⁻³                8.3872530782392×10⁻⁵    8.319945074085×10⁻⁴   3.0487361\n",
      "T1[20][17]    4.42940569178×10⁻³                9.566955088119×10⁻⁴                5.5234840954507×10⁻⁵    5.106103507538×10⁻⁴   3.5104941\n",
      "T1[20][18]    1.45451056008×10⁻³                2.443797360599×10⁻⁴                1.4109270639868×10⁻⁵    1.258591627217×10⁻⁴   3.7701680\n",
      "T1[20][19]   8.554076751228×10⁻⁴                2.500095227549×10⁻⁴                1.4434306526253×10⁻⁵    1.478117259513×10⁻⁴   2.8608516\n",
      "T1[20][20]   1.746310092586×10⁻⁴               5.4302276486937×10⁻⁵               3.13514339473424×10⁻⁶    3.167089314727×10⁻⁵   2.9397842\n",
      "    m1[12]        1.69542109×10⁰                      1.1203293×10⁰                   6.4682242545×10⁻²      9.3097445131×10⁻² 144.8157728\n",
      " T1[10][1]      4.436878508×10⁻¹                  4.3891643127×10⁻²                  2.53408519748×10⁻³      2.8256443122×10⁻²   2.4128409\n",
      " T1[10][2]      4.663477999×10⁻²                 8.84751234858×10⁻³                 5.108113636114×10⁻⁴     4.60360809604×10⁻³   3.6935643\n",
      " T1[10][3]      1.562677326×10⁻¹                  2.0513992922×10⁻²                  1.18437593357×10⁻³      1.3318288793×10⁻²   2.3724854\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[10][4]     3.4716925628×10⁻²                 4.44592959223×10⁻³                 2.566858646873×10⁻⁴     2.51439862824×10⁻³   3.1264890\n",
      " T1[10][5]       1.09743044×10⁻¹                  1.8952453742×10⁻²                  1.09422042698×10⁻³      1.2046130117×10⁻²   2.4753453\n",
      " T1[10][6]      4.542069122×10⁻²                 5.44353240049×10⁻³                 3.142824896763×10⁻⁴      2.6430804502×10⁻³   4.2417089\n",
      " T1[10][7]     4.1322720695×10⁻²                 4.47173470434×10⁻³                 2.581757235297×10⁻⁴     2.55035694352×10⁻⁴ 300.0000000\n",
      " T1[10][8]     1.7744845667×10⁻²                 2.99238183277×10⁻³                 1.727652456667×10⁻⁴      1.6858490644×10⁻³   3.1506245\n",
      " T1[10][9]     2.6787933569×10⁻²                 3.69587513515×10⁻³                 2.133814504172×10⁻⁴     1.77250442799×10⁻³   4.3477035\n",
      "T1[10][10]     1.1939946242×10⁻²                  1.6736577987×10⁻³                9.6628678060886×10⁻⁵    8.933871648191×10⁻⁴   3.5095700\n",
      "T1[10][11]    9.19040870123×10⁻³                 1.98958851871×10⁻³                 1.148689466853×10⁻⁴    9.692092998419×10⁻⁴   4.2139695\n",
      "T1[10][12]     3.3098455736×10⁻²                 2.24319462958×10⁻³                 1.295109023231×10⁻⁴    6.530698826185×10⁻⁴  11.7981687\n",
      "T1[10][13]     1.0262764229×10⁻²                  2.3259857567×10⁻³                 1.342908502763×10⁻⁴     1.38543024217×10⁻³   2.8186735\n",
      "T1[10][14]    7.88825216216×10⁻³                 2.38374482654×10⁻³                 1.376255717285×10⁻⁴     1.44151362222×10⁻³   2.7345258\n",
      "T1[10][15]    1.12689713392×10⁻³                4.526550540506×10⁻⁴                2.6134051730616×10⁻⁵    2.813049401497×10⁻⁴   2.5892860\n",
      "T1[10][16]    3.02091999127×10⁻³                 1.08631587447×10⁻³                6.2718476255016×10⁻⁵    6.797483904551×10⁻⁴   2.5539705\n",
      "T1[10][17]   3.691344600766×10⁻⁴                2.349461175434×10⁻⁴                1.3564620420874×10⁻⁵    1.489596571275×10⁻⁴   2.4877069\n",
      "T1[10][18]   6.268022803232×10⁻⁴                2.362438972931×10⁻⁴                1.3639547769659×10⁻⁵    1.516891738874×10⁻⁴   2.4255600\n",
      "T1[10][19]   1.423565875951×10⁻⁴               4.8569962572863×10⁻⁵               2.80418809659725×10⁻⁶   3.0562222587553×10⁻⁵   2.5256064\n",
      "T1[10][20] 7.53828928587478×10⁻⁶              4.83283004214206×10⁻⁶              2.790235725778428×10⁻⁷  3.19179230082247×10⁻⁶   2.2926291\n",
      "  T1[4][1]      3.852444003×10⁻¹                  2.8014151363×10⁻²                  1.61739778307×10⁻³      1.4339254734×10⁻²   3.8168209\n",
      "  T1[4][2]      1.606186186×10⁻¹                  3.2921725809×10⁻²                  1.90073672582×10⁻³      2.0604441296×10⁻²   2.5529570\n",
      "  T1[4][3]      1.025693737×10⁻¹                  1.3041995148×10⁻²                 7.529799409603×10⁻⁴     6.83570496968×10⁻³   3.6401682\n",
      "  T1[4][4]       1.70728665×10⁻¹                  2.3943774744×10⁻²                   1.3823944794×10⁻³      1.2237223896×10⁻²   3.8284187\n",
      "  T1[4][5]     8.0943843504×10⁻²                  1.3767140815×10⁻²                 7.948462455611×10⁻⁴     8.45216128801×10⁻³   2.6530898\n",
      "  T1[4][6]      2.708257106×10⁻²                 4.67906060943×10⁻³                 2.701456902408×10⁻⁴     2.53427977312×10⁻³   3.4088526\n",
      "  T1[4][7]    5.73211077116×10⁻³                7.068917616474×10⁻⁴                4.0812414887507×10⁻⁵    3.395491896554×10⁻⁴   4.3341151\n",
      "  T1[4][8]     1.8516182724×10⁻²                 3.15563471563×10⁻³                 1.821906552531×10⁻⁴      1.5353222668×10⁻³   4.2244906\n",
      "  T1[4][9]     1.5669184702×10⁻²                  1.6320149037×10⁻³                9.4224424397372×10⁻⁵    8.504663451508×10⁻⁴   3.6824256\n",
      " T1[4][10]    2.18978892906×10⁻³                6.666467733064×10⁻⁴                3.8488869402282×10⁻⁵    3.543625447459×10⁻⁴   3.5391253\n",
      " T1[4][11]     1.5415597585×10⁻²                 2.09500419944×10⁻³                 1.209551238501×10⁻⁴      1.1196427727×10⁻³   3.5011509\n",
      " T1[4][12]     1.0251670361×10⁻²                9.338480582513×10⁻⁴                5.3915742781359×10⁻⁵   9.0356965947337×10⁻⁵ 106.8142416\n",
      " T1[4][13]    2.44296432542×10⁻³                 4.02950099293×10⁻⁴                2.3264334829677×10⁻⁵    1.240006730258×10⁻⁴  10.5597698\n",
      " T1[4][14]   8.602028161269×10⁻⁴                2.613241231098×10⁻⁴                1.5087555282318×10⁻⁵    1.424081434262×10⁻⁴   3.3673585\n",
      " T1[4][15]   3.949832704581×10⁻⁴               7.8920011821642×10⁻⁵               4.55644900696735×10⁻⁶   4.0252648395194×10⁻⁵   3.8440176\n",
      " T1[4][16]   5.840281200197×10⁻⁴                1.059689725175×10⁻⁴               6.11812148087463×10⁻⁶   4.8486245729977×10⁻⁵   4.7766160\n",
      " T1[4][17]   4.690590111998×10⁻⁴                  1.1381400437×10⁻⁴               6.57105460605768×10⁻⁶   5.4261066981717×10⁻⁵   4.3996158\n",
      " T1[4][18]   2.274358348266×10⁻⁴               4.8435014353043×10⁻⁵               2.79639685749327×10⁻⁶     2.24309694791×10⁻⁵   4.6625422\n",
      " T1[4][19]  3.6947447826291×10⁻⁵               1.3908110600624×10⁻⁵              8.029851399189473×10⁻⁷  7.35612947172511×10⁻⁶   3.5746831\n",
      " T1[4][20]  2.2372022322527×10⁻⁵              8.41483927147476×10⁻⁶              4.858309718573386×10⁻⁷  4.57611759330354×10⁻⁶   3.3814058\n",
      " T2[11][1]      1.433387386×10⁻¹                  1.9741515484×10⁻²                  1.13977692788×10⁻³     9.91627606057×10⁻³   3.9633622\n",
      " T2[11][2]      2.811220469×10⁻¹                  2.1420569639×10⁻²                   1.2367171647×10⁻³      1.0918442688×10⁻²   3.8489355\n",
      " T2[11][3]     5.1199975971×10⁻²                 8.55973828489×10⁻³                 4.941967202974×10⁻⁴     4.70035153117×10⁻³   3.3163495\n",
      " T2[11][4]     2.8382189813×10⁻²                 4.28355182863×10⁻³                 2.473109801349×10⁻⁴      2.0256175156×10⁻³   4.4719111\n",
      " T2[11][5]     8.4593133697×10⁻²                 5.66554461379×10⁻³                 3.271003707876×10⁻⁴     1.10739074438×10⁻³  26.1746901\n",
      " T2[11][6]      1.428683554×10⁻¹                  2.0090360306×10⁻²                   1.1599174931×10⁻³      1.2966561441×10⁻²   2.4006332\n",
      " T2[11][7]     6.4961557614×10⁻²                  2.1645508853×10⁻²                  1.24970403629×10⁻³      1.4755982584×10⁻²   2.1517873\n",
      " T2[11][8]     2.7883815525×10⁻²                   4.222020072×10⁻³                 2.437584425093×10⁻⁴     2.47606064175×10⁻³   2.9074887\n",
      " T2[11][9]     2.9563518429×10⁻²                 5.08112686333×10⁻³                 2.933589962333×10⁻⁴      3.1450080744×10⁻³   2.6102166\n",
      "T2[11][10]     4.1224871336×10⁻²                 4.90530770393×10⁻³                  2.83208072332×10⁻⁴    7.777043706135×10⁻⁴  39.7835406\n",
      "T2[11][11]      2.827852363×10⁻²                 4.97829351423×10⁻³                 2.874219100546×10⁻⁴     1.94683760845×10⁻³   6.5388525\n",
      "T2[11][12]     2.1477888793×10⁻²                 4.62540977033×10⁻³                  2.67048157601×10⁻⁴     3.07615501361×10⁻³   2.2609137\n",
      "T2[11][13]     3.8157031874×10⁻²                  6.5175218005×10⁻³                 3.762892965969×10⁻⁴     3.38897162008×10⁻³   3.6985298\n",
      "T2[11][14]    4.80951728446×10⁻³                6.535106303986×10⁻⁴                3.7730453837891×10⁻⁵    2.998538616732×10⁻⁴   4.7499170\n",
      "T2[11][15]    7.69297030179×10⁻³                7.954959769731×10⁻⁴                4.5927981644467×10⁻⁵    2.457261357436×10⁻⁴  10.4802893\n",
      "T2[11][16]    9.68967750134×10⁻⁴                2.424092263766×10⁻⁴                1.3995503210258×10⁻⁵    1.385908383561×10⁻⁴   3.0593506\n",
      "T2[11][17]   9.709790205977×10⁻⁴                 3.06351315034×10⁻⁴                1.7687201420148×10⁻⁵    1.891390237671×10⁻⁴   2.6234767\n",
      "T2[11][18]    1.22207270204×10⁻³                3.171272990732×10⁻⁴                1.8309353148732×10⁻⁵     1.77482168297×10⁻⁴   3.1926977\n",
      "T2[11][19]     1.0972681673×10⁻³                2.815129838108×10⁻⁴                1.6253159698352×10⁻⁵    1.579559574311×10⁻⁴   3.1763243\n",
      "T2[11][20]   1.865772148754×10⁻⁴               6.3677690296869×10⁻⁵               3.67643316342712×10⁻⁶   3.8820679285878×10⁻⁵   2.6905951\n",
      "     s2[8]        3.10666667×10⁰                     1.80910616×10⁰                     1.04448793×10⁻¹       2.476781065×10⁻¹  53.3522658\n",
      "    m2[11]       8.85450571×10⁻¹                   4.301436469×10⁻¹                   2.4834355031×10⁻²      2.5559012833×10⁻² 283.2297530\n",
      "    lf_num         2.9900000×10⁰                   1.732050808×10⁻¹                      1.0000000×10⁻²         1.0000000×10⁻² 300.0000000\n",
      "  T1[6][1]     5.2471087757×10⁻²                 5.28468127491×10⁻³                 3.051112156651×10⁻⁴     2.49528286524×10⁻³   4.4853675\n",
      "  T1[6][2]       3.64518314×10⁻¹                  3.0305838205×10⁻²                  1.74970838455×10⁻³      1.7019309183×10⁻²   3.1707992\n",
      "  T1[6][3]     9.6686429614×10⁻²                  2.5660885723×10⁻²                    1.481531928×10⁻³      1.5083476485×10⁻²   2.8942789\n",
      "  T1[6][4]      1.335710318×10⁻¹                  2.8240842136×10⁻²                  1.63048578096×10⁻³      1.7065700276×10⁻²   2.7384641\n",
      "  T1[6][5]      1.768309901×10⁻¹                  2.5589071978×10⁻²                  1.47738575948×10⁻³      1.6120733617×10⁻²   2.5196457\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  T1[6][6]     7.3476659221×10⁻²                 9.46452550552×10⁻³                 5.464346348363×10⁻⁴     1.63128472334×10⁻³  33.6618634\n",
      "  T1[6][7]     1.5633499481×10⁻²                  2.7049178132×10⁻³                 1.561685027588×10⁻⁴     1.39899046393×10⁻³   3.7383386\n",
      "  T1[6][8]     1.9030581622×10⁻²                 3.05361079669×10⁻³                 1.763003015472×10⁻⁴    7.232383186721×10⁻⁴  17.8264354\n",
      "  T1[6][9]    8.42368412413×10⁻³                 1.12018046069×10⁻³                6.4673649052025×10⁻⁵     2.51159758663×10⁻⁴  19.8918819\n",
      " T1[6][10]     2.2671130919×10⁻²                  3.5886206278×10⁻³                 2.071891085479×10⁻⁴     1.79709395513×10⁻³   3.9876179\n",
      " T1[6][11]    7.40571773112×10⁻³                 1.80124202436×10⁻³                 1.039947567642×10⁻⁴    9.036002093492×10⁻⁴   3.9736672\n",
      " T1[6][12]    2.82480380147×10⁻³                4.996031220271×10⁻⁴                 2.884459969903×10⁻⁵    1.274197761588×10⁻⁴  15.3736366\n",
      " T1[6][13]    7.38607777052×10⁻³                 2.40643374008×10⁻³                 1.389355167621×10⁻⁴     1.42120475759×10⁻³   2.8670450\n",
      " T1[6][14]    7.15638852219×10⁻³                 2.06571779866×10⁻³                 1.192642727125×10⁻⁴     1.14996622283×10⁻³   3.2267983\n",
      " T1[6][15]    5.64664351395×10⁻³                 1.52417218189×10⁻³                8.7998121950474×10⁻⁵    9.428171378114×10⁻⁴   2.6134436\n",
      " T1[6][16]    1.82961812361×10⁻³                4.631017626108×10⁻⁴                2.6737192730554×10⁻⁵   9.5771884173619×10⁻⁵  23.3817388\n",
      " T1[6][17]    1.82082062307×10⁻³                3.325505632236×10⁻⁴                 1.919981571963×10⁻⁵    1.269182214605×10⁻⁴   6.8654249\n",
      " T1[6][18]   8.625558773805×10⁻⁴                2.034815304642×10⁻⁴                1.1748011638861×10⁻⁵   3.2511058061517×10⁻⁵  39.1730858\n",
      " T1[6][19]     1.6116840438×10⁻³                1.636058873706×10⁻⁴               9.44579031144477×10⁻⁶    5.917742370107×10⁻⁵   7.6433852\n",
      " T1[6][20]   1.422812870289×10⁻⁴               1.8420451146061×10⁻⁵               1.06350524277724×10⁻⁶  8.32877302957274×10⁻⁶   4.8914596\n",
      "     s2[2]        6.52333333×10⁰                     2.09700907×10⁰                    1.210708752×10⁻¹       7.535103037×10⁻² 300.0000000\n",
      "    s2[11]        8.89333333×10⁰                     3.43530103×10⁰                    1.983371977×10⁻¹       9.956125976×10⁻¹  11.9055328\n",
      "    m2[16]        4.55613344×10⁰                     5.37228035×10⁰                    3.101687506×10⁻¹       3.571180413×10⁻¹ 226.3047941\n",
      " T1[19][1]     8.4735720139×10⁻²                  1.9930825089×10⁻²                  1.15070672303×10⁻³     8.70990328998×10⁻³   5.2362924\n",
      " T1[19][2]     6.7912120418×10⁻²                  1.4352689065×10⁻²                 8.286528895214×10⁻⁴     6.75577316339×10⁻³   4.5135311\n",
      " T1[19][3]     5.3933011486×10⁻²                  1.1329279409×10⁻²                 6.540962516233×10⁻⁴     6.06897929359×10⁻³   3.4847631\n",
      " T1[19][4]     3.6284846109×10⁻²                 9.66710398554×10⁻³                 5.581305088338×10⁻⁴     6.41445443612×10⁻³   2.2712939\n",
      " T1[19][5]     5.1048019284×10⁻²                  1.9272712987×10⁻²                  1.11271060311×10⁻³      1.2476095999×10⁻²   2.3863179\n",
      " T1[19][6]     6.2788173614×10⁻²                 9.96838011368×10⁻³                 5.755246942017×10⁻⁴     4.35993839464×10⁻³   5.2274330\n",
      " T1[19][7]     4.3754889636×10⁻²                 4.86851743464×10⁻³                 2.810839851442×10⁻⁴     2.26621891959×10⁻³   4.6151916\n",
      " T1[19][8]      1.209118404×10⁻¹                  1.7427379834×10⁻²                  1.00617024386×10⁻³      9.9606529671×10⁻³   3.0611779\n",
      " T1[19][9]     5.1000839039×10⁻²                 7.06777945936×10⁻³                 4.080584373433×10⁻⁴     4.05481191659×10⁻³   3.0382573\n",
      "T1[19][10]      2.048247718×10⁻¹                  5.6370342013×10⁻²                  3.25454321358×10⁻³      3.7606319131×10⁻²   2.2468790\n",
      "T1[19][11]     3.6757470778×10⁻²                 8.79733057592×10⁻³                 5.079141176158×10⁻⁴     5.28794565899×10⁻³   2.7677564\n",
      "T1[19][12]     2.6629225366×10⁻²                 8.35054455456×10⁻³                 4.821189146454×10⁻⁴     5.43833993427×10⁻³   2.3577453\n",
      "T1[19][13]     4.9599823107×10⁻²                  1.1612192917×10⁻²                 6.704302706396×10⁻⁴     6.37447645357×10⁻³   3.3184818\n",
      "T1[19][14]     3.0651872019×10⁻²                 2.76341831362×10⁻³                  1.59546030725×10⁻⁴    7.707951352827×10⁻⁴  12.8533204\n",
      "T1[19][15]     3.0261495643×10⁻²                 8.09130754588×10⁻³                 4.671518589712×10⁻⁴     4.92256334221×10⁻³   2.7018099\n",
      "T1[19][16]     2.5053657455×10⁻²                 4.10504625966×10⁻³                 2.370049563053×10⁻⁴     1.90680716077×10⁻³   4.6347100\n",
      "T1[19][17]     1.7602634735×10⁻²                  2.5556294112×10⁻³                 1.475493328504×10⁻⁴    8.844484545214×10⁻⁴   8.3493122\n",
      "T1[19][18]    3.92955771952×10⁻³                7.463396509966×10⁻⁴                4.3089939840979×10⁻⁵    3.369030004577×10⁻⁴   4.9075335\n",
      "T1[19][19]    2.11515665131×10⁻³                2.455329147213×10⁻⁴                1.4175849440924×10⁻⁵   9.2939692224646×10⁻⁵   6.9793822\n",
      "T1[19][20]   2.048746047254×10⁻⁴               2.9272041354064×10⁻⁵               1.69002209554984×10⁻⁶   1.4700882062485×10⁻⁵   3.9647813\n",
      " T1[11][1]      1.465235701×10⁻¹                  3.3987447606×10⁻²                  1.96226620246×10⁻³      2.3065683339×10⁻²   2.1712231\n",
      " T1[11][2]     4.6859769141×10⁻²                  1.4099686027×10⁻²                 8.140457523077×10⁻⁴     9.23419884444×10⁻³   2.3314196\n",
      " T1[11][3]      3.265889819×10⁻¹                  3.2883051309×10⁻²                  1.89850385248×10⁻³     7.28538751674×10⁻³  20.3722457\n",
      " T1[11][4]      2.180622167×10⁻²                  6.2537184952×10⁻³                 3.610586056643×10⁻⁴     3.47201948769×10⁻³   3.2442353\n",
      " T1[11][5]     3.1390144582×10⁻²                 6.49638480531×10⁻³                 3.750689516105×10⁻⁴     3.69315220801×10⁻³   3.0942049\n",
      " T1[11][6]      2.252440761×10⁻¹                  2.3667430992×10⁻²                  1.36643976542×10⁻³     8.40220341394×10⁻³   7.9344322\n",
      " T1[11][7]     1.9116935318×10⁻²                 6.56979918047×10⁻³                 3.793075325365×10⁻⁴     3.41249217442×10⁻³   3.7064732\n",
      " T1[11][8]     2.2612802781×10⁻²                 3.68778666824×10⁻³                 2.129144625625×10⁻⁴     1.96915762919×10⁻³   3.5072814\n",
      " T1[11][9]     2.0691134403×10⁻²                 4.63689443106×10⁻³                 2.677112247979×10⁻⁴     2.30434460348×10⁻³   4.0491099\n",
      "T1[11][10]     4.7252752348×10⁻²                 8.23327797404×10⁻³                 4.753485254623×10⁻⁴     4.21444945437×10⁻³   3.8164876\n",
      "T1[11][11]     4.1679353344×10⁻²                 7.88873189427×10⁻³                 4.554561482724×10⁻⁴     4.63888035194×10⁻³   2.8919318\n",
      "T1[11][12]     1.5093340608×10⁻²                 2.80868345533×10⁻³                 1.621594149001×10⁻⁴     1.22440668042×10⁻³   5.2620408\n",
      "T1[11][13]    6.12169204054×10⁻³                 1.61378883492×10⁻³                9.3172141825552×10⁻⁵     1.04648048997×10⁻³   2.3781056\n",
      "T1[11][14]    7.99408303471×10⁻³                  2.1855921577×10⁻³                 1.261852220588×10⁻⁴     1.42645223092×10⁻³   2.3475983\n",
      "T1[11][15]     1.1042068632×10⁻²                 2.46688154504×10⁻³                 1.424254724089×10⁻⁴     1.16024387029×10⁻³   4.5206203\n",
      "T1[11][16]    5.05152917903×10⁻³                6.234863414258×10⁻⁴                3.5997000705824×10⁻⁵    2.544647802871×10⁻⁴   6.0034172\n",
      "T1[11][17]    1.35157610443×10⁻³                2.146304026036×10⁻⁴                1.2391692071949×10⁻⁵   5.9952928920989×10⁻⁵  12.8162707\n",
      "T1[11][18]    2.10181316403×10⁻³                2.321938255317×10⁻⁴                1.3405716767492×10⁻⁵   6.5209584983327×10⁻⁵  12.6788091\n",
      "T1[11][19]    1.38506574984×10⁻³                3.201101915948×10⁻⁴                 1.848157052876×10⁻⁵    1.417239514166×10⁻⁴   5.1016716\n",
      "T1[11][20]  9.3089825578985×10⁻⁵               1.9132967474019×10⁻⁵               1.10464239215211×10⁻⁶  9.88897430894276×10⁻⁷ 300.0000000\n",
      "     m1[3]       -4.86201826×10⁰                     7.94101615×10⁰                    4.584747811×10⁻¹       5.359761046×10⁻¹ 219.5135344\n",
      "    s2[12]        9.08666667×10⁰                     3.67480196×10⁰                    2.121647901×10⁻¹        6.99912693×10⁻¹  27.5664055\n",
      "     m2[2]       -5.80372592×10⁰                      8.0952424×10⁰                    4.673790379×10⁻¹       5.692589204×10⁻¹ 202.2274127\n",
      " T1[13][1]      1.834596398×10⁻¹                  1.2520863759×10⁻²                 7.228924061843×10⁻⁴     4.69681860483×10⁻³   7.1065858\n",
      " T1[13][2]      2.796716958×10⁻¹                  3.9063211538×10⁻²                  2.25531556971×10⁻³       1.864107237×10⁻²   4.3913101\n",
      " T1[13][3]      1.459282114×10⁻¹                  1.2837232057×10⁻²                 7.411579383529×10⁻⁴     5.98360664618×10⁻³   4.6027429\n",
      " T1[13][4]      1.888982397×10⁻¹                  1.9647819207×10⁻²                  1.13436737081×10⁻³      7.9833461477×10⁻³   6.0570169\n",
      " T1[13][5]     6.0608480894×10⁻²                 5.93332278826×10⁻³                 3.425605508989×10⁻⁴     2.47968478108×10⁻³   5.7253626\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[13][6]     4.9693326604×10⁻²                  2.2521329397×10⁻²                  1.30026955896×10⁻³      1.5081418057×10⁻²   2.2299940\n",
      " T1[13][7]     5.1694618819×10⁻²                 5.23970346754×10⁻³                  3.02514420746×10⁻⁴     1.52152657439×10⁻³  11.8591711\n",
      " T1[13][8]    3.84902231063×10⁻³                9.917363139268×10⁻⁴                5.7257922781075×10⁻⁵    5.117418601867×10⁻⁴   3.7556970\n",
      " T1[13][9]    8.92140374018×10⁻³                  1.6907828499×10⁻³                9.7617393352962×10⁻⁵    7.948338089346×10⁻⁴   4.5250461\n",
      "T1[13][10]    8.28825890046×10⁻³                 2.74334700243×10⁻³                 1.583872130334×10⁻⁴     1.74135576849×10⁻³   2.4819125\n",
      "T1[13][11]     2.9394263119×10⁻³                9.551059691993×10⁻⁴                5.5143068842181×10⁻⁵    4.861713269557×10⁻⁴   3.8594413\n",
      "T1[13][12]     7.4801624037×10⁻³                 2.89525129853×10⁻³                 1.671574116576×10⁻⁴     1.74289714105×10⁻³   2.7594912\n",
      "T1[13][13]    1.60382148352×10⁻³                7.983539842503×10⁻⁴                4.6092988771552×10⁻⁵    5.109327541158×10⁻⁴   2.4415381\n",
      "T1[13][14]    3.74320149747×10⁻³                 1.40507329733×10⁻³                  8.11219446447×10⁻⁵     8.91501624087×10⁻⁴   2.4840120\n",
      "T1[13][15]   6.100936972516×10⁻⁴                2.258736130941×10⁻⁴                1.3040819132273×10⁻⁵     1.34910706108×10⁻⁴   2.8030973\n",
      "T1[13][16]   4.845606004785×10⁻⁴                2.595072015181×10⁻⁴                1.4982655265314×10⁻⁵    1.653186892317×10⁻⁴   2.4640807\n",
      "T1[13][17]    1.84006812438×10⁻³                5.953048606795×10⁻⁴                3.4369942156318×10⁻⁵    3.716058724713×10⁻⁴   2.5663372\n",
      "T1[13][18]   2.076134407519×10⁻⁴                1.414816702763×10⁻⁴               8.16844804194093×10⁻⁶   9.4151178122683×10⁻⁵   2.2581295\n",
      "T1[13][19]  5.3186809389825×10⁻⁵               3.5811397637216×10⁻⁵               2.06757200659034×10⁻⁶   2.3890804441592×10⁻⁵   2.2468858\n",
      "T1[13][20]  2.4967716118697×10⁻⁵               1.6935634914818×10⁻⁵              9.777793376967248×10⁻⁷   1.1134043551982×10⁻⁵   2.3136472\n",
      "  T2[3][1]      2.241701361×10⁻¹                  2.2932933013×10⁻²                  1.32403350486×10⁻³      1.2044750389×10⁻²   3.6251301\n",
      "  T2[3][2]     6.9804924146×10⁻²                   1.001370961×10⁻²                 5.781417939167×10⁻⁴     5.12561775527×10⁻³   3.8167838\n",
      "  T2[3][3]     3.2169528897×10⁻²                  1.1476312048×10⁻²                 6.625851850131×10⁻⁴      7.3542717198×10⁻³   2.4351480\n",
      "  T2[3][4]     5.9194481787×10⁻²                 7.73378268055×10⁻³                 4.465101512471×10⁻⁴     3.66168449933×10⁻³   4.4608959\n",
      "  T2[3][5]       1.83674501×10⁻¹                  4.7875943854×10⁻²                   2.7641189072×10⁻³      3.1006586988×10⁻²   2.3841126\n",
      "  T2[3][6]       1.24438591×10⁻¹                  2.7873762756×10⁻²                  1.60929244303×10⁻³       1.733416827×10⁻²   2.5857420\n",
      "  T2[3][7]     2.1742224948×10⁻²                 4.40114470446×10⁻³                 2.541002079863×10⁻⁴     2.22111211448×10⁻³   3.9263620\n",
      "  T2[3][8]     4.8263397102×10⁻²                 5.94416237454×10⁻³                 3.431863747048×10⁻⁴      3.0801558367×10⁻³   3.7242253\n",
      "  T2[3][9]     2.8235335768×10⁻²                 5.57949361326×10⁻³                 3.221322139558×10⁻⁴     3.50599829555×10⁻³   2.5325975\n",
      " T2[3][10]     4.5482713318×10⁻²                  1.1813439191×10⁻²                 6.820492296709×10⁻⁴     7.56514804414×10⁻³   2.4384724\n",
      " T2[3][11]     2.4116261218×10⁻²                 5.73115340673×10⁻³                 3.308882962145×10⁻⁴     3.31927830941×10⁻³   2.9812386\n",
      " T2[3][12]     3.0082216094×10⁻²                 5.46553165435×10⁻³                 3.155526171901×10⁻⁴     2.57144721008×10⁻³   4.5176190\n",
      " T2[3][13]     7.7580859168×10⁻²                  1.8161674246×10⁻²                  1.04856475149×10⁻³      1.1501702795×10⁻²   2.4933743\n",
      " T2[3][14]     1.8013497996×10⁻²                 2.46922572683×10⁻³                 1.425608138076×10⁻⁴     1.10614420867×10⁻³   4.9830826\n",
      " T2[3][15]    2.67315108292×10⁻³                6.551119264061×10⁻⁴                3.7822904705991×10⁻⁵     3.64374482664×10⁻⁴   3.2324744\n",
      " T2[3][16]    6.05578889058×10⁻³                6.804255273745×10⁻⁴                3.9284386139314×10⁻⁵    2.740572958153×10⁻⁴   6.1642247\n",
      " T2[3][17]    1.76324284633×10⁻³                4.861679104339×10⁻⁴                2.8068917396036×10⁻⁵    2.410338006639×10⁻⁴   4.0683348\n",
      " T2[3][18]   7.821104844021×10⁻⁴                1.635278833005×10⁻⁴               9.44128674435818×10⁻⁶   8.9950532981515×10⁻⁵   3.3050357\n",
      " T2[3][19]    1.50346656249×10⁻³                2.616234162219×10⁻⁴                1.5104834978205×10⁻⁵    1.030060163647×10⁻⁴   6.4510148\n",
      " T2[3][20]   2.535716702383×10⁻⁴               6.6761483832034×10⁻⁵               3.85447606619239×10⁻⁶   2.9410891131035×10⁻⁵   5.1527087\n",
      "   elapsed        1.71011915×10⁰                   1.417385252×10⁻¹                   8.1832775673×10⁻³      5.8223455386×10⁻²   5.9262486\n",
      "     s2[3]        7.35666667×10⁰                     2.75100265×10⁰                    1.588292123×10⁻¹        7.48895483×10⁻¹  13.4939655\n",
      " T2[20][1]      3.799853872×10⁻¹                  2.8885499967×10⁻²                  1.66770511814×10⁻³     8.50226852599×10⁻³  11.5422411\n",
      " T2[20][2]      1.768385787×10⁻¹                  2.9952900581×10⁻²                  1.72933152134×10⁻³      1.9291075451×10⁻²   2.4108206\n",
      " T2[20][3]      1.561557509×10⁻¹                  3.6747832096×10⁻²                   2.1216370753×10⁻³      2.2264557647×10⁻²   2.7241769\n",
      " T2[20][4]     3.5085446179×10⁻²                  1.4199840319×10⁻²                 8.198281630578×10⁻⁴     8.97327377071×10⁻³   2.5041774\n",
      " T2[20][5]     8.6868962703×10⁻²                  1.3611558283×10⁻²                 7.858636838905×10⁻⁴     8.47079593208×10⁻³   2.5820655\n",
      " T2[20][6]     3.6247384948×10⁻²                 9.13510112023×10⁻³                 5.274153090839×10⁻⁴     5.39585777731×10⁻³   2.8661950\n",
      " T2[20][7]    9.03219387095×10⁻³                 2.93012009368×10⁻³                 1.691705624843×10⁻⁴     1.70187258466×10⁻³   2.9642632\n",
      " T2[20][8]     1.4580371234×10⁻²                 1.24122731441×10⁻³                7.1662292409839×10⁻⁵    1.405207541259×10⁻⁴  78.0228310\n",
      " T2[20][9]    9.32226057416×10⁻³                 1.87491852177×10⁻³                 1.082484713252×10⁻⁴    7.984698700485×10⁻⁴   5.5137584\n",
      "T2[20][10]     3.5745611583×10⁻²                 8.01662418203×10⁻³                 4.628400129487×10⁻⁴     4.03521167676×10⁻³   3.9468480\n",
      "T2[20][11]     1.6410480882×10⁻²                 2.48016545432×10⁻³                 1.431924192687×10⁻⁴     7.43187060813×10⁻⁴  11.1369182\n",
      "T2[20][12]     1.1696763931×10⁻²                 1.64475362684×10⁻³                9.4959894920691×10⁻⁵     1.02800318619×10⁻³   2.5598398\n",
      "T2[20][13]    6.59404885262×10⁻³                 1.05853621491×10⁻³                6.1114616862772×10⁻⁵    5.332346458578×10⁻⁴   3.9407122\n",
      "T2[20][14]     1.3107937995×10⁻²                 1.71823365303×10⁻³                9.9202266210882×10⁻⁵    8.043551822274×10⁻⁴   4.5631917\n",
      "T2[20][15]    7.73777638352×10⁻³                 1.54075330689×10⁻³                8.8955433648714×10⁻⁵     9.97199168205×10⁻⁴   2.3872747\n",
      "T2[20][16]    1.21926286544×10⁻³                2.193955844906×10⁻⁴                1.2666809976467×10⁻⁵   8.7743678620826×10⁻⁵   6.2520737\n",
      "T2[20][17]    1.37069912529×10⁻³                 2.92258495689×10⁻⁴                  1.68735521159×10⁻⁵     1.00683846782×10⁻⁴   8.4258687\n",
      "T2[20][18]    1.78984969385×10⁻³                2.902261201769×10⁻⁴                   1.6756212861×10⁻⁵   3.2490502558291×10⁻⁵  79.7921439\n",
      "T2[20][19]   1.456983772383×10⁻⁴               3.1296965730628×10⁻⁵               1.80693115893964×10⁻⁶   1.0298380730561×10⁻⁵   9.2356312\n",
      "T2[20][20]  6.5534020057342×10⁻⁵               2.1063351269018×10⁻⁵               1.21609315252029×10⁻⁶  7.85247136223779×10⁻⁶   7.1951892\n",
      "    s1[13]         7.0100000×10⁰                     2.93461067×10⁰                    1.694298262×10⁻¹       2.154839515×10⁻¹ 185.4689117\n",
      " T2[15][1]      1.440628982×10⁻¹                  1.1847033781×10⁻²                 6.839888142387×10⁻⁴     4.34125463819×10⁻³   7.4471265\n",
      " T2[15][2]      3.876278046×10⁻¹                  7.2261716041×10⁻²                  4.17203212086×10⁻³      4.8144230202×10⁻²   2.2528281\n",
      " T2[15][3]      2.208317974×10⁻¹                  3.0951028262×10⁻²                  1.78695844986×10⁻³      1.8711741665×10⁻²   2.7360356\n",
      " T2[15][4]     4.1046872369×10⁻²                 9.51315102398×10⁻³                 5.492420304538×10⁻⁴     5.18543182709×10⁻³   3.3657273\n",
      " T2[15][5]     7.3134924523×10⁻²                  1.8839437328×10⁻²                  1.08769542128×10⁻³      1.1054178013×10⁻²   2.9045774\n",
      " T2[15][6]     7.7703948034×10⁻²                  1.2023053441×10⁻²                 6.941513140461×10⁻⁴     3.61293043201×10⁻³  11.0741488\n",
      " T2[15][7]     2.4118690615×10⁻²                 9.06831653065×10⁻³                 5.235594990066×10⁻⁴     5.97061027861×10⁻³   2.3068316\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T2[15][8]     1.4675660152×10⁻²                 8.20848181957×10⁻³                 4.739169188169×10⁻⁴     5.09414767272×10⁻³   2.5964659\n",
      " T2[15][9]     5.4364364936×10⁻³                 3.59200258334×10⁻³                 2.073843658421×10⁻⁴     2.29132072792×10⁻³   2.4575452\n",
      "T2[15][10]    3.44165175261×10⁻³                 1.69856760224×10⁻³                9.8066846239277×10⁻⁵     1.11661830348×10⁻³   2.3139618\n",
      "T2[15][11]    2.01028419258×10⁻³                 1.32059557094×10⁻³                7.6244620837417×10⁻⁵    8.360643854543×10⁻⁴   2.4949407\n",
      "T2[15][12]    1.34489988699×10⁻³                3.677299040806×10⁻⁴                2.1230895911001×10⁻⁵    1.993605543852×10⁻⁴   3.4023535\n",
      "T2[15][13]    1.22274397113×10⁻³                4.233734349602×10⁻⁴                2.4443476664199×10⁻⁵    2.802356676462×10⁻⁴   2.2824454\n",
      "T2[15][14]   9.112256849981×10⁻⁴                 2.79738174119×10⁻⁴                1.6150691013024×10⁻⁵    1.510413799992×10⁻⁴   3.4301379\n",
      "T2[15][15]    1.27457964797×10⁻³                5.175718991989×10⁻⁴                2.9882027532749×10⁻⁵    3.335622418533×10⁻⁴   2.4076182\n",
      "T2[15][16]   4.170299264282×10⁻⁴                2.288891147075×10⁻⁴                1.3214919199098×10⁻⁵    1.460770577145×10⁻⁴   2.4551965\n",
      "T2[15][17]   4.358409571069×10⁻⁴                1.356210996064×10⁻⁴               7.83008783655521×10⁻⁶   8.1244013466306×10⁻⁵   2.7865817\n",
      "T2[15][18]   2.601974656966×10⁻⁴               7.5513403617523×10⁻⁵               4.35976839060019×10⁻⁶   4.4905180971141×10⁻⁵   2.8278423\n",
      "T2[15][19]  3.7219479509037×10⁻⁵               1.0184771404938×10⁻⁵              5.880180512275579×10⁻⁷  3.23637778505121×10⁻⁶   9.9033961\n",
      "T2[15][20] 5.29466936297074×10⁻⁶              1.46647697816669×10⁻⁶             8.4667087810492809×10⁻⁸ 5.256766540444294×10⁻⁷   7.7823923\n",
      "     m2[3]        -5.2000095×10⁰                     6.68817905×10⁰                    3.861421974×10⁻¹       4.512748484×10⁻¹ 219.6511716\n",
      " T1[15][1]      2.680340288×10⁻¹                  5.7545572743×10⁻²                  3.32239519138×10⁻³      3.8102889537×10⁻²   2.2809093\n",
      " T1[15][2]      1.925345296×10⁻¹                  3.3202876023×10⁻²                  1.91696894096×10⁻³      1.9448072891×10⁻²   2.9147295\n",
      " T1[15][3]       1.38729271×10⁻¹                  1.5975782377×10⁻²                  9.22362225602×10⁻⁴     8.41563059131×10⁻³   3.6037192\n",
      " T1[15][4]     2.7272601844×10⁻²                  1.0897812212×10⁻²                 6.291854813981×10⁻⁴     7.02567492918×10⁻³   2.4060383\n",
      " T1[15][5]     8.9872958461×10⁻²                  7.5238378683×10⁻³                 4.343889818602×10⁻⁴     3.53538339072×10⁻³   4.5290365\n",
      " T1[15][6]     5.6967940922×10⁻²                 6.98524480633×10⁻³                 4.032932969292×10⁻⁴     3.12253376355×10⁻³   5.0043650\n",
      " T1[15][7]     9.7086516324×10⁻²                  1.1547340491×10⁻²                 6.666860140804×10⁻⁴      5.9080675544×10⁻³   3.8200851\n",
      " T1[15][8]     2.0959760569×10⁻²                 3.68809965077×10⁻³                  2.12932532617×10⁻⁴     2.03308214826×10⁻³   3.2907542\n",
      " T1[15][9]     1.3349417316×10⁻²                 1.73366923778×10⁻³                 1.000934401117×10⁻⁴    6.375513649971×10⁻⁴   7.3943861\n",
      "T1[15][10]     1.2199742203×10⁻²                9.041072275046×10⁻⁴                5.2198655117607×10⁻⁵    2.180133575274×10⁻⁴  17.1978309\n",
      "T1[15][11]     4.4597167126×10⁻²                 7.43430657176×10⁻³                 4.292198900441×10⁻⁴     4.45218468076×10⁻³   2.7882685\n",
      "T1[15][12]     1.2485322813×10⁻²                 2.70601097307×10⁻³                 1.562316163733×10⁻⁴     1.49692300029×10⁻³   3.2678355\n",
      "T1[15][13]     1.6677636907×10⁻²                 1.86510739845×10⁻³                 1.076820258565×10⁻⁴    6.220813639974×10⁻⁴   8.9890399\n",
      "T1[15][14]    2.24364490457×10⁻³                3.479992039885×10⁻⁴                2.0091743410055×10⁻⁵    1.476107427429×10⁻⁴   5.5580259\n",
      "T1[15][15]    2.94334973924×10⁻³                7.688633054411×10⁻⁴                4.4390343636646×10⁻⁵    4.928666171078×10⁻⁴   2.4335455\n",
      "T1[15][16]   8.039628387814×10⁻⁴                3.141896549816×10⁻⁴                1.8139748188021×10⁻⁵    2.094655676021×10⁻⁴   2.2498755\n",
      "T1[15][17]    2.31489219165×10⁻³                4.344782166047×10⁻⁴                2.5084611531372×10⁻⁵    2.392661529392×10⁻⁴   3.2974140\n",
      "T1[15][18]   6.529922482302×10⁻⁴                1.748706241596×10⁻⁴                1.0096160193188×10⁻⁵    1.059927186377×10⁻⁴   2.7219595\n",
      "T1[15][19]   2.229132224114×10⁻⁴               5.7456459294806×10⁻⁵               3.31725022405389×10⁻⁶   3.2511008117706×10⁻⁵   3.1233226\n",
      "T1[15][20]  5.1350985967214×10⁻⁵               1.2212896226361×10⁻⁵               7.05111892387439×10⁻⁷  5.92132570149825×10⁻⁶   4.2540191\n",
      "    m2[12]        1.85428395×10⁰                   6.304715816×10⁻¹                   3.6400293733×10⁻²      5.8808345357×10⁻² 114.9352145\n",
      " T2[18][1]      3.394705433×10⁻¹                  4.4833266406×10⁻²                   2.5884498428×10⁻³      2.8813529586×10⁻²   2.4210727\n",
      " T2[18][2]      1.034881577×10⁻¹                  2.8723592209×10⁻²                  1.65835736942×10⁻³      1.7282874866×10⁻²   2.7621390\n",
      " T2[18][3]     9.6255360736×10⁻²                  1.8296527712×10⁻²                  1.05635051997×10⁻³      1.0329629249×10⁻²   3.1373855\n",
      " T2[18][4]     4.6333207772×10⁻²                  1.0645826397×10⁻²                 6.146370736042×10⁻⁴     6.43886794577×10⁻³   2.7336299\n",
      " T2[18][5]     2.7540985912×10⁻²                 6.06093067163×10⁻³                 3.499279954806×10⁻⁴     2.86429448645×10⁻³   4.4775794\n",
      " T2[18][6]     6.1056737831×10⁻²                  1.8446619761×10⁻²                  1.06501608849×10⁻³       1.262505341×10⁻²   2.1348489\n",
      " T2[18][7]     3.3601479991×10⁻²                 8.90537109333×10⁻³                  5.14151839797×10⁻⁴     5.29515239636×10⁻³   2.8284409\n",
      " T2[18][8]     2.3775555297×10⁻²                 5.13715179471×10⁻³                 2.965935971545×10⁻⁴     3.14139672297×10⁻³   2.6742329\n",
      " T2[18][9]      2.315023626×10⁻²                  1.0073039321×10⁻²                 5.815671963826×10⁻⁴     5.52251961606×10⁻³   3.3269519\n",
      "T2[18][10]     3.8740574163×10⁻²                 4.88896914828×10⁻³                 2.822647653821×10⁻⁴     2.59490978494×10⁻³   3.5496870\n",
      "T2[18][11]     5.3221158591×10⁻²                 7.33047801102×10⁻³                  4.23225345295×10⁻⁴     2.27037841895×10⁻³  10.4248086\n",
      "T2[18][12]     8.1764191861×10⁻²                  1.1921446885×10⁻²                 6.882850568089×10⁻⁴     7.50276760102×10⁻³   2.5247300\n",
      "T2[18][13]     3.8588576886×10⁻²                  1.0113391428×10⁻²                 5.838969263498×10⁻⁴     6.54289364343×10⁻³   2.3892077\n",
      "T2[18][14]     2.0477649045×10⁻²                  7.1696575578×10⁻³                 4.139403720991×10⁻⁴     4.66677553242×10⁻³   2.3602771\n",
      "T2[18][15]     1.4332813992×10⁻³                8.283817317176×10⁻⁴                4.7826641579891×10⁻⁵    5.640519363127×10⁻⁴   2.1568644\n",
      "T2[18][16]    3.20585866327×10⁻³                9.716272758905×10⁻⁴                5.6096926928734×10⁻⁵    5.077610439373×10⁻⁴   3.6616821\n",
      "T2[18][17]    3.14052820227×10⁻³                 1.05080950408×10⁻³                6.0668515004531×10⁻⁵    7.022892046728×10⁻⁴   2.2388036\n",
      "T2[18][18]    2.29820222054×10⁻³                5.185598555254×10⁻⁴                2.9939067217851×10⁻⁵    1.699951184737×10⁻⁴   9.3051823\n",
      "T2[18][19]    1.63950469778×10⁻³                3.952651657717×10⁻⁴                2.2820644985956×10⁻⁵     1.38811540193×10⁻⁴   8.1082277\n",
      "T2[18][20]   8.182094567192×10⁻⁴                1.914400101657×10⁻⁴                1.1052794140285×10⁻⁵   4.6161680332612×10⁻⁵  17.1989605\n",
      "     m2[1]       -6.71577911×10⁰                     8.50148074×10⁰                    4.908332191×10⁻¹        5.67098651×10⁻¹ 224.7356248\n",
      "    m1[19]        6.89242247×10⁰                     7.86197368×10⁰                     4.53911262×10⁻¹       5.386490132×10⁻¹ 213.0352321\n",
      "     s1[8]         7.9900000×10⁰                     2.58304868×10⁰                    1.491323849×10⁻¹        4.05092582×10⁻¹  40.6589913\n",
      "     m1[4]       -4.21574612×10⁰                     6.61371634×10⁰                     3.81843091×10⁻¹        4.64863545×10⁻¹ 202.4138145\n",
      "     s1[3]        7.64666667×10⁰                     2.05651479×10⁰                    1.187329365×10⁻¹       3.917623996×10⁻¹  27.5561265\n",
      "    m1[13]        2.42536166×10⁰                     2.10694807×10⁰                    1.216447037×10⁻¹       1.587212533×10⁻¹ 176.2128177\n",
      "     s1[4]        8.06666667×10⁰                      3.4740638×10⁰                     2.00575167×10⁻¹       4.321393808×10⁻¹  64.6290674\n",
      "\n",
      "Quantiles:\n",
      "                    2.5%                 25.0%                 50.0%                 75.0%                 97.5%        \n",
      "     s2[6]         1.0000000×10⁰         1.0000000×10⁰         3.0000000×10⁰         4.0000000×10⁰         8.0000000×10⁰\n",
      " T2[17][1]      1.966478151×10⁻¹      2.071980158×10⁻¹        2.1464783×10⁻¹      2.295848489×10⁻¹      2.507916968×10⁻¹\n",
      " T2[17][2]      1.445690771×10⁻¹      1.671778014×10⁻¹      1.762907303×10⁻¹      1.858659279×10⁻¹      2.205992473×10⁻¹\n",
      " T2[17][3]     4.6953625961×10⁻²     5.3584777106×10⁻²     5.6703515876×10⁻²     6.6139488916×10⁻²     7.7271205044×10⁻²\n",
      " T2[17][4]      1.409642535×10⁻¹      1.472276792×10⁻¹      1.551362878×10⁻¹      1.607057959×10⁻¹      1.734718481×10⁻¹\n",
      " T2[17][5]     7.4300560865×10⁻²     8.5166060997×10⁻²      9.129693725×10⁻²      1.007070928×10⁻¹      1.097786689×10⁻¹\n",
      " T2[17][6]      1.239401977×10⁻¹      1.337348952×10⁻¹      1.419170911×10⁻¹      1.486617194×10⁻¹      1.610164987×10⁻¹\n",
      " T2[17][7]     1.6189473764×10⁻²     1.9257688943×10⁻²     2.1168132768×10⁻²      2.320916761×10⁻²     2.5648204544×10⁻²\n",
      " T2[17][8]     1.5249673511×10⁻²     1.9971471773×10⁻²     2.0796512537×10⁻²      2.609903261×10⁻²     3.0542032913×10⁻²\n",
      " T2[17][9]     1.5077476454×10⁻²     1.8325703067×10⁻²     2.0415619078×10⁻²     2.4190762844×10⁻²     2.5822486274×10⁻²\n",
      "T2[17][10]     1.1625555356×10⁻²     1.6490102046×10⁻²     2.0189892944×10⁻²     2.3451104808×10⁻²     2.5134057425×10⁻²\n",
      "T2[17][11]    8.75956701582×10⁻³     1.0607988895×10⁻²     1.2026755889×10⁻²     1.2991011348×10⁻²     1.4548798078×10⁻²\n",
      "T2[17][12]     2.2036496315×10⁻²     2.5368442205×10⁻²     2.7312532438×10⁻²     2.8699236812×10⁻²     3.3227757918×10⁻²\n",
      "T2[17][13]    4.99980495716×10⁻³    7.08036960496×10⁻³    8.99559374607×10⁻³     1.0347896627×10⁻²     1.1321287604×10⁻²\n",
      "T2[17][14]    6.08503544083×10⁻³    7.97649115456×10⁻³     1.2858434317×10⁻²     1.4542427082×10⁻²       1.67426302×10⁻²\n",
      "T2[17][15]    3.55868394552×10⁻³    3.96650997375×10⁻³    4.93446869609×10⁻³     5.6372664806×10⁻³    7.16505835136×10⁻³\n",
      "T2[17][16]    1.90918973215×10⁻³    2.53012560526×10⁻³    3.21501314805×10⁻³     3.8978469654×10⁻³    5.48306947318×10⁻³\n",
      "T2[17][17]   7.185105883779×10⁻⁴   9.990269938244×10⁻⁴     1.3350625876×10⁻³    1.76468811068×10⁻³     2.1456346486×10⁻³\n",
      "T2[17][18]   1.681933662293×10⁻⁴   2.287420148662×10⁻⁴   2.795327895645×10⁻⁴   3.135624804698×10⁻⁴   3.607203041515×10⁻⁴\n",
      "T2[17][19]  4.8232531239036×10⁻⁵  6.0539905765929×10⁻⁵  7.0641202585134×10⁻⁵  8.3370523908214×10⁻⁵  9.7835913066543×10⁻⁵\n",
      "T2[17][20]    1.05440936784×10⁻⁵   1.330630261609×10⁻⁵   1.730863240057×10⁻⁵   2.023999842482×10⁻⁵  2.5002340444605×10⁻⁵\n",
      "    s2[10]         1.0000000×10⁰         1.0000000×10⁰         7.0000000×10⁰         8.0000000×10⁰         1.1525000×10¹\n",
      "     m1[5]       -1.28375861×10¹       -1.24904015×10¹        2.41689071×10⁰        2.68630227×10⁰        2.86831167×10⁰\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     s1[7]         1.0000000×10⁰         1.0000000×10⁰         5.0000000×10⁰         8.0000000×10⁰         1.2000000×10¹\n",
      "  T2[8][1]      1.066761382×10⁻¹      2.098550639×10⁻¹      2.385997744×10⁻¹      2.888392142×10⁻¹      3.152818642×10⁻¹\n",
      "  T2[8][2]     6.4931819052×10⁻²     7.5737473525×10⁻²     8.0690801476×10⁻²     9.2668527714×10⁻²      1.269473548×10⁻¹\n",
      "  T2[8][3]     4.3782324726×10⁻²      4.672832019×10⁻²     5.0709644153×10⁻²     5.5105934664×10⁻²     6.5113667911×10⁻²\n",
      "  T2[8][4]      2.280689851×10⁻¹      2.789957481×10⁻¹      2.988109824×10⁻¹      3.196222621×10⁻¹      3.443329631×10⁻¹\n",
      "  T2[8][5]     7.6509529954×10⁻²     9.9599995312×10⁻²      1.140399188×10⁻¹      1.232398446×10⁻¹      1.385223261×10⁻¹\n",
      "  T2[8][6]     5.4390216506×10⁻²       5.83939678×10⁻²     6.2882703568×10⁻²     7.3956331891×10⁻²     9.2932666939×10⁻²\n",
      "  T2[8][7]     1.2793364919×10⁻²     1.7596129396×10⁻²     1.8443424551×10⁻²     2.8811410586×10⁻²      3.443824585×10⁻²\n",
      "  T2[8][8]     1.5634480095×10⁻²      2.127712215×10⁻²      2.398198024×10⁻²     3.2412080869×10⁻²     4.3391965653×10⁻²\n",
      "  T2[8][9]       3.65899949×10⁻²     3.9186275433×10⁻²     4.7804020078×10⁻²     5.6466168491×10⁻²     6.9202406486×10⁻²\n",
      " T2[8][10]    4.89354607973×10⁻³    5.84866028628×10⁻³    7.94889739728×10⁻³     1.1222685954×10⁻²     1.7656870149×10⁻²\n",
      " T2[8][11]    4.29491184999×10⁻³    5.04159967354×10⁻³    6.77356525172×10⁻³    7.79594138441×10⁻³    9.26791275568×10⁻³\n",
      " T2[8][12]     9.6351790983×10⁻³      1.110873493×10⁻²     1.5159576341×10⁻²     1.7791229537×10⁻²     2.0184765874×10⁻²\n",
      " T2[8][13]    3.87521970973×10⁻³    4.28961962965×10⁻³    5.66644482302×10⁻³     1.1596786263×10⁻²     1.3213640143×10⁻²\n",
      " T2[8][14]    3.15837813291×10⁻³    3.85646648585×10⁻³    4.84826753796×10⁻³    8.36266906763×10⁻³    9.17232118031×10⁻³\n",
      " T2[8][15]    4.11826866309×10⁻³    4.90786880934×10⁻³    5.80390662384×10⁻³    7.80381037381×10⁻³    9.48416401509×10⁻³\n",
      " T2[8][16]    1.32782169139×10⁻³    1.76542242439×10⁻³    2.14759068532×10⁻³     3.5373854348×10⁻³    4.50634144004×10⁻³\n",
      " T2[8][17]    1.91354579555×10⁻³    2.49152765771×10⁻³    2.88868687335×10⁻³    5.61232194123×10⁻³    7.25502643158×10⁻³\n",
      " T2[8][18]   3.386231130171×10⁻⁴   5.422224920545×10⁻⁴   6.020828841303×10⁻⁴     1.2417803843×10⁻³    1.89329205874×10⁻³\n",
      " T2[8][19]   1.141236279534×10⁻⁴   1.525776005289×10⁻⁴   1.806012121462×10⁻⁴   2.621519235118×10⁻⁴   3.495144012576×10⁻⁴\n",
      " T2[8][20]  4.8966447605547×10⁻⁵   7.909714766885×10⁻⁵   1.005382488513×10⁻⁴    1.44301849431×10⁻⁴   1.688962661373×10⁻⁴\n",
      "    m2[20]        2.62851772×10⁰        2.81575998×10⁰        3.40920628×10⁰        1.66963413×10¹        1.73473243×10¹\n",
      " T2[19][1]      2.217984474×10⁻¹      2.754204451×10⁻¹      3.410604362×10⁻¹        3.5956744×10⁻¹      4.203361771×10⁻¹\n",
      " T2[19][2]     4.9021440139×10⁻²     5.8520939924×10⁻²     6.6111940292×10⁻²     7.4055685163×10⁻²     8.9717845539×10⁻²\n",
      " T2[19][3]      1.241535852×10⁻¹      1.743910589×10⁻¹      1.919526209×10⁻¹      2.360504712×10⁻¹      2.731325061×10⁻¹\n",
      " T2[19][4]       1.42962611×10⁻¹      1.538625793×10⁻¹      1.683361611×10⁻¹      1.784970023×10⁻¹      1.909020832×10⁻¹\n",
      " T2[19][5]     4.5629883119×10⁻²     5.3369074707×10⁻²     6.4266813291×10⁻²      6.707388979×10⁻²     7.3514089321×10⁻²\n",
      " T2[19][6]     2.1105948782×10⁻²     2.6868296521×10⁻²     2.9260064077×10⁻²     3.3452655871×10⁻²     4.2531659447×10⁻²\n",
      " T2[19][7]    8.26630420701×10⁻³     1.0772911627×10⁻²     1.2691971663×10⁻²     1.4630072553×10⁻²     1.7657331379×10⁻²\n",
      " T2[19][8]     4.0390157644×10⁻²     4.5510286601×10⁻²     4.9094194456×10⁻²     5.3755534232×10⁻²     6.5269203343×10⁻²\n",
      " T2[19][9]     2.3774189893×10⁻²     2.9472183479×10⁻²     3.3503739867×10⁻²     3.8962656649×10⁻²     4.3236777024×10⁻²\n",
      "T2[19][10]    8.92575902445×10⁻³     1.0534523779×10⁻²     1.1445638467×10⁻²     1.4876733169×10⁻²     2.1173035174×10⁻²\n",
      "T2[19][11]     1.4171562155×10⁻²     1.6670327865×10⁻²     1.8126828775×10⁻²     2.0328936282×10⁻²     2.2129904467×10⁻²\n",
      "T2[19][12]      1.147484803×10⁻²     1.3096856482×10⁻²     1.6532183942×10⁻²     1.8091351294×10⁻²     2.1023135226×10⁻²\n",
      "T2[19][13]   4.989390771917×10⁻⁴   6.276192739903×10⁻⁴    1.48996041293×10⁻³    1.85323386254×10⁻³    2.49674799518×10⁻³\n",
      "T2[19][14]    2.36377337153×10⁻³    2.82080955637×10⁻³    4.39451745425×10⁻³    5.17395097813×10⁻³    7.07134953494×10⁻³\n",
      "T2[19][15]    1.09439842698×10⁻³    1.44891475901×10⁻³    2.23313881723×10⁻³    2.55102753997×10⁻³    3.17546575456×10⁻³\n",
      "T2[19][16]  9.3434359882406×10⁻⁵   1.330362383637×10⁻⁴    4.35964489337×10⁻⁴   4.764773219683×10⁻⁴   7.344368455522×10⁻⁴\n",
      "T2[19][17]    3.95316919051×10⁻⁴   5.473733270833×10⁻⁴   7.110655653332×10⁻⁴   8.141740492058×10⁻⁴   8.752640878464×10⁻⁴\n",
      "T2[19][18]   1.121398374556×10⁻⁴   1.461440534715×10⁻⁴   2.456606399275×10⁻⁴   2.778678973108×10⁻⁴   3.369980361592×10⁻⁴\n",
      "T2[19][19]   1.162421592511×10⁻⁴   1.417825677336×10⁻⁴   1.736680421619×10⁻⁴   2.015073735224×10⁻⁴   2.275402599798×10⁻⁴\n",
      "T2[19][20]  3.7346430409535×10⁻⁵  4.3283923111259×10⁻⁵  4.7963311409549×10⁻⁵  5.5640185027128×10⁻⁵   6.436021182521×10⁻⁵\n",
      "    m2[19]      2.948695407×10⁻¹      5.786942167×10⁻¹        1.10935778×10⁰        1.69533541×10¹        1.77067014×10¹\n",
      "  T2[9][1]      4.102896487×10⁻¹      4.351663879×10⁻¹       5.41401923×10⁻¹      5.803002375×10⁻¹      6.352560215×10⁻¹\n",
      "  T2[9][2]     5.1051370784×10⁻²     5.7391085741×10⁻²     6.6114601408×10⁻²     7.2221251098×10⁻²     9.0249966159×10⁻²\n",
      "  T2[9][3]      1.045494313×10⁻¹      1.228995676×10⁻¹      1.380469426×10⁻¹      2.033553773×10⁻¹      2.327412506×10⁻¹\n",
      "  T2[9][4]     7.4571033694×10⁻²     8.3387198809×10⁻²     9.6140746433×10⁻²      1.013187308×10⁻¹      1.162780587×10⁻¹\n",
      "  T2[9][5]      5.185139823×10⁻²     5.9322216118×10⁻²     6.9326287799×10⁻²     7.6908337071×10⁻²     9.0244508563×10⁻²\n",
      "  T2[9][6]    5.73748087798×10⁻³    7.18384354783×10⁻³      1.012152868×10⁻²      1.191450757×10⁻²     1.4437050757×10⁻²\n",
      "  T2[9][7]     1.1209534471×10⁻²     1.2157765149×10⁻²     1.6002295235×10⁻²     1.8647944642×10⁻²     2.3442615549×10⁻²\n",
      "  T2[9][8]     1.3951633213×10⁻²     1.7424656382×10⁻²     2.0751367832×10⁻²     3.1612349343×10⁻²     3.7157596227×10⁻²\n",
      "  T2[9][9]     1.3581436302×10⁻²     1.8724674016×10⁻²     2.1747976797×10⁻²     2.4639846195×10⁻²     2.6944003603×10⁻²\n",
      " T2[9][10]    2.45752436662×10⁻³    3.66717905291×10⁻³     4.1431351178×10⁻³    4.81631481407×10⁻³    5.48608227643×10⁻³\n",
      " T2[9][11]   7.137939064778×10⁻⁴    1.31776491189×10⁻³    1.89723043543×10⁻³    2.37676040444×10⁻³    3.24837682945×10⁻³\n",
      " T2[9][12]    2.24967319261×10⁻³    2.88121688077×10⁻³    3.72306810317×10⁻³    4.54785194303×10⁻³    5.21128867962×10⁻³\n",
      " T2[9][13]   8.238738744854×10⁻⁴    1.05455678979×10⁻³    1.19046259816×10⁻³     1.7566225238×10⁻³     2.0988660264×10⁻³\n",
      " T2[9][14]    1.38127723651×10⁻³    2.13170245719×10⁻³    3.06816849687×10⁻³    3.59679929588×10⁻³    4.27593946771×10⁻³\n",
      " T2[9][15]    1.24606025031×10⁻³    1.51036101256×10⁻³    1.58805828417×10⁻³    2.08627859506×10⁻³    2.53787064665×10⁻³\n",
      " T2[9][16]    1.09998308916×10⁻³    1.55928652125×10⁻³    1.63606205134×10⁻³    1.95148106067×10⁻³    2.52076001448×10⁻³\n",
      " T2[9][17]   8.079616665844×10⁻⁴    1.08026705875×10⁻³    1.27249731174×10⁻³    1.40110140925×10⁻³    1.87334790886×10⁻³\n",
      " T2[9][18]   5.478967643014×10⁻⁴   8.567584127519×10⁻⁴    1.01755390556×10⁻³     1.1125747987×10⁻³    1.54881408141×10⁻³\n",
      " T2[9][19]   1.115347561537×10⁻⁴   2.209620353644×10⁻⁴   2.396232411059×10⁻⁴   3.117869393511×10⁻⁴   4.223849194278×10⁻⁴\n",
      " T2[9][20]  4.5628300113343×10⁻⁵   1.187297824212×10⁻⁴   1.379929988816×10⁻⁴   1.587026050464×10⁻⁴   1.916488505294×10⁻⁴\n",
      "    s1[11]         2.0000000×10⁰         4.0000000×10⁰         6.0000000×10⁰         8.0000000×10⁰         1.0000000×10¹\n",
      "  T2[6][1]      1.897850797×10⁻¹       2.06130644×10⁻¹      2.175526996×10⁻¹      2.256829528×10⁻¹       2.53272049×10⁻¹\n",
      "  T2[6][2]      1.109453383×10⁻¹      1.204274801×10⁻¹      1.300927416×10⁻¹      1.486558592×10⁻¹      1.697861509×10⁻¹\n",
      "  T2[6][3]      1.122299776×10⁻¹       1.46575394×10⁻¹       1.59610211×10⁻¹       1.82858951×10⁻¹      1.959895208×10⁻¹\n",
      "  T2[6][4]      5.625733507×10⁻²     7.6461814399×10⁻²       1.14541106×10⁻¹       1.31710053×10⁻¹      1.768054808×10⁻¹\n",
      "  T2[6][5]     6.5297318133×10⁻²     8.4031723418×10⁻²     9.1922699381×10⁻²     9.8731701435×10⁻²      1.098406614×10⁻¹\n",
      "  T2[6][6]      1.145522515×10⁻¹      1.243104926×10⁻¹      1.333170364×10⁻¹      1.433327524×10⁻¹      1.611832936×10⁻¹\n",
      "  T2[6][7]     1.9610489948×10⁻²     2.5017882606×10⁻²     2.8942732617×10⁻²      3.098194329×10⁻²     3.4492015831×10⁻²\n",
      "  T2[6][8]     1.8266074363×10⁻²     2.3644720296×10⁻²     2.8806518085×10⁻²     3.2916546477×10⁻²     3.8458248538×10⁻²\n",
      "  T2[6][9]    7.81211810028×10⁻³    9.46167262023×10⁻³     1.0738145971×10⁻²     1.4783306765×10⁻²     1.9048440672×10⁻²\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T2[6][10]     2.3904112362×10⁻²      2.709718368×10⁻²      2.909345261×10⁻²     3.0879585947×10⁻²     3.3967061505×10⁻²\n",
      " T2[6][11]    9.45379043623×10⁻³     1.1957331685×10⁻²     1.4723768515×10⁻²     1.5721416105×10⁻²     1.7070845039×10⁻²\n",
      " T2[6][12]    4.06102236711×10⁻³    5.01960013538×10⁻³     5.6515628453×10⁻³    6.18550105117×10⁻³    7.66910673462×10⁻³\n",
      " T2[6][13]    6.59985532281×10⁻³    7.65098979999×10⁻³    8.35685726058×10⁻³     9.3654049146×10⁻³     1.1352569021×10⁻²\n",
      " T2[6][14]        1.1547800×10⁻²     1.3405908075×10⁻²       1.47530315×10⁻²     1.6644194034×10⁻²     2.0001686528×10⁻²\n",
      " T2[6][15]    1.13334750725×10⁻³    1.54322915775×10⁻³    1.93772081396×10⁻³    2.07765453155×10⁻³    2.39273120785×10⁻³\n",
      " T2[6][16]    3.98798194771×10⁻³    4.61044450466×10⁻³    5.97840969161×10⁻³    6.59620789333×10⁻³    8.85989563579×10⁻³\n",
      " T2[6][17]   7.678423101683×10⁻⁴    1.02547303272×10⁻³    1.19169130855×10⁻³    1.30433003451×10⁻³     1.6786254869×10⁻³\n",
      " T2[6][18]   3.021490077839×10⁻⁴   4.345715379252×10⁻⁴   5.202551151825×10⁻⁴   5.845692664283×10⁻⁴   7.046582403183×10⁻⁴\n",
      " T2[6][19]   1.195648792588×10⁻⁴   1.672110048847×10⁻⁴    1.85452657726×10⁻⁴    1.99664396113×10⁻⁴   2.441770902911×10⁻⁴\n",
      " T2[6][20]  1.8533856375152×10⁻⁵  2.9220151504472×10⁻⁵  3.3313712081262×10⁻⁵  3.8169292534085×10⁻⁵  4.8523517265142×10⁻⁵\n",
      "     m2[6]       -1.02679695×10¹       -9.67115094×10⁰        1.65740456×10⁰        1.82441323×10⁰        2.26846376×10⁰\n",
      " T2[16][1]      1.630154294×10⁻¹      1.782940654×10⁻¹      1.930942055×10⁻¹      2.286813013×10⁻¹      2.623961729×10⁻¹\n",
      " T2[16][2]      2.902311878×10⁻¹        3.5851560×10⁻¹      3.963980752×10⁻¹      4.075673361×10⁻¹      4.343241588×10⁻¹\n",
      " T2[16][3]     9.4143341247×10⁻²      1.098390161×10⁻¹      1.195327335×10⁻¹      1.261563052×10⁻¹      1.543367503×10⁻¹\n",
      " T2[16][4]     2.0833025854×10⁻²     2.4438067463×10⁻²     2.7649332207×10⁻²     2.9541696272×10⁻²     3.2371997302×10⁻²\n",
      " T2[16][5]    6.07527696093×10⁻³     8.1073188968×10⁻³     1.3845193898×10⁻²     1.7435719994×10⁻²     2.9389831617×10⁻²\n",
      " T2[16][6]     2.8895597587×10⁻²     3.8852798948×10⁻²      5.756767132×10⁻²      8.212596087×10⁻²       1.06224621×10⁻¹\n",
      " T2[16][7]     3.3150627774×10⁻²     3.5277740678×10⁻²     3.7023797111×10⁻²     3.9897657103×10⁻²      4.978074353×10⁻²\n",
      " T2[16][8]     3.3970022326×10⁻²     3.5889380693×10⁻²     4.0822591664×10⁻²     4.4764054647×10⁻²     4.8051376458×10⁻²\n",
      " T2[16][9]     2.1664546058×10⁻²     2.6888464207×10⁻²     3.7541298357×10⁻²     4.4293738386×10⁻²     4.8977844737×10⁻²\n",
      "T2[16][10]     1.8698097105×10⁻²     2.3391416914×10⁻²     2.6449899607×10⁻²     2.8371003065×10⁻²     3.3707095542×10⁻²\n",
      "T2[16][11]     1.2660787357×10⁻²     1.4994058006×10⁻²     1.7612855695×10⁻²     2.5875213342×10⁻²     2.9325886453×10⁻²\n",
      "T2[16][12]    8.05777264695×10⁻³    9.01446137287×10⁻³     1.2226716261×10⁻²     1.4071496728×10⁻²      1.614784538×10⁻²\n",
      "T2[16][13]    7.74074985864×10⁻³    9.04706487508×10⁻³     1.0500220831×10⁻²     1.2326609393×10⁻²     1.3259257864×10⁻²\n",
      "T2[16][14]    2.71226955081×10⁻³    3.06344935263×10⁻³    3.45908196409×10⁻³    4.17932601539×10⁻³     4.8721860732×10⁻³\n",
      "T2[16][15]    2.81092189423×10⁻³     3.3557151613×10⁻³    3.82728559496×10⁻³    4.33752590621×10⁻³    4.88614181165×10⁻³\n",
      "T2[16][16]   1.532247608702×10⁻⁴    3.36322600337×10⁻⁴     4.1306457697×10⁻⁴   4.747637121022×10⁻⁴   5.802620030236×10⁻⁴\n",
      "T2[16][17]   3.529994301656×10⁻⁴   5.550285258853×10⁻⁴   6.766738836217×10⁻⁴   8.605144860473×10⁻⁴    1.16176360288×10⁻³\n",
      "T2[16][18]   4.053238884758×10⁻⁴    7.66452368281×10⁻⁴   8.368501633846×10⁻⁴    9.35972927411×10⁻⁴    1.10694815408×10⁻³\n",
      "T2[16][19]  3.3753739241405×10⁻⁵   1.182513369827×10⁻⁴   1.537945518221×10⁻⁴   1.814917925336×10⁻⁴   2.076152671929×10⁻⁴\n",
      "T2[16][20]  1.2735457378343×10⁻⁵  2.4987563284284×10⁻⁵  3.1270363221925×10⁻⁵  3.5809591537206×10⁻⁵  4.4775396349342×10⁻⁵\n",
      "    m2[10]     -5.108637151×10⁻¹     -1.368782638×10⁻¹     9.0724808394×10⁻²      3.606097217×10⁻¹      5.472265472×10⁻¹\n",
      " T1[18][1]      1.826176816×10⁻¹      2.077628181×10⁻¹      2.273898088×10⁻¹      2.464948576×10⁻¹      2.909356986×10⁻¹\n",
      " T1[18][2]      4.580627397×10⁻²     5.6244449784×10⁻²      5.985915074×10⁻²     6.4566450906×10⁻²     7.9615844013×10⁻²\n",
      " T1[18][3]     6.3259990597×10⁻²     7.4508378689×10⁻²      1.119741222×10⁻¹       1.35219863×10⁻¹      1.748217935×10⁻¹\n",
      " T1[18][4]      2.204152965×10⁻¹      2.368040558×10⁻¹      2.529623524×10⁻¹      2.964518887×10⁻¹      3.441668863×10⁻¹\n",
      " T1[18][5]     3.8685321961×10⁻²     4.4526699635×10⁻²     4.7175064745×10⁻²     4.9541073631×10⁻²     5.5077081012×10⁻²\n",
      " T1[18][6]     6.7826686769×10⁻²     7.6059555767×10⁻²     9.7117062544×10⁻²      1.110479354×10⁻¹      1.240553248×10⁻¹\n",
      " T1[18][7]     7.2835887909×10⁻²      7.954142051×10⁻²     8.6464091089×10⁻²     9.5205288984×10⁻²      1.063430898×10⁻¹\n",
      " T1[18][8]    4.61053573764×10⁻³    5.31936812176×10⁻³    6.48832091745×10⁻³    7.41389950648×10⁻³     8.0282242989×10⁻³\n",
      " T1[18][9]     2.5707548421×10⁻²     2.9693885962×10⁻²     3.4373543817×10⁻²     3.5847459235×10⁻²     4.4141367834×10⁻²\n",
      "T1[18][10]    9.70558726253×10⁻³      1.205230073×10⁻²     1.3020243462×10⁻²     1.5558951952×10⁻²      1.992684167×10⁻²\n",
      "T1[18][11]     2.0794558204×10⁻²      2.640311059×10⁻²      2.809231629×10⁻²     2.9888696502×10⁻²     3.1407644588×10⁻²\n",
      "T1[18][12]    2.74519123993×10⁻³    3.78499548409×10⁻³    4.37823368996×10⁻³    4.96399171532×10⁻³    5.83311776541×10⁻³\n",
      "T1[18][13]    6.11115685497×10⁻³    8.97352030644×10⁻³     1.0259314184×10⁻²     1.2464472252×10⁻²     1.3295250881×10⁻²\n",
      "T1[18][14]    1.65787958493×10⁻³    2.27189076154×10⁻³    2.95202819608×10⁻³    3.25284520151×10⁻³     4.0304817264×10⁻³\n",
      "T1[18][15]   3.803442341562×10⁻⁴   4.699684207478×10⁻⁴    4.96796042636×10⁻⁴   5.253988570028×10⁻⁴   6.901963573509×10⁻⁴\n",
      "T1[18][16]   8.200943620802×10⁻⁴   9.955493649351×10⁻⁴    1.10118498686×10⁻³    1.27665817379×10⁻³    1.62984134617×10⁻³\n",
      "T1[18][17]   2.374192395564×10⁻⁴   2.813396694907×10⁻⁴   3.149180124352×10⁻⁴   3.468710403263×10⁻⁴    3.91646596441×10⁻⁴\n",
      "T1[18][18]   3.654615816814×10⁻⁵  4.3988558675356×10⁻⁵  4.8671447909189×10⁻⁵  5.4908616250265×10⁻⁵  7.5263770697195×10⁻⁵\n",
      "T1[18][19]  1.4974900068739×10⁻⁵  3.0038692001767×10⁻⁵  3.8958133367565×10⁻⁵  4.6434163050512×10⁻⁵  6.2610814199488×10⁻⁵\n",
      "T1[18][20] 4.85336541566905×10⁻⁶ 8.92069448987787×10⁻⁶  1.4584657295869×10⁻⁵  1.8151503337893×10⁻⁵  2.4493315422705×10⁻⁵\n",
      "     m2[7]       -6.71314339×10⁰       -6.47101947×10⁰      4.586258479×10⁻¹      6.140420099×10⁻¹      7.143766357×10⁻¹\n",
      "  T1[7][1]      2.991327915×10⁻¹        3.2903655×10⁻¹        3.5022032×10⁻¹      4.215055096×10⁻¹      4.785699546×10⁻¹\n",
      "  T1[7][2]      1.073800679×10⁻¹      1.414737311×10⁻¹      1.728109961×10⁻¹      1.995531587×10⁻¹       2.16937835×10⁻¹\n",
      "  T1[7][3]      6.750346776×10⁻²     7.6246767252×10⁻²     8.0171747217×10⁻²     9.1728461252×10⁻²      1.034503729×10⁻¹\n",
      "  T1[7][4]     2.2731965689×10⁻²     2.8657441493×10⁻²     3.0156010769×10⁻²     3.1705889123×10⁻²     3.5947842437×10⁻²\n",
      "  T1[7][5]     6.4395837993×10⁻²     7.5065826852×10⁻²      9.973948092×10⁻²      1.061682537×10⁻¹      1.179600983×10⁻¹\n",
      "  T1[7][6]     3.3658831145×10⁻²     3.8963592795×10⁻²     4.3709053079×10⁻²      4.525960034×10⁻²      4.953234844×10⁻²\n",
      "  T1[7][7]      6.428600847×10⁻²     7.7985657795×10⁻²      1.052292944×10⁻¹      1.098281657×10⁻¹      1.156510964×10⁻¹\n",
      "  T1[7][8]     2.8292263507×10⁻²     3.8285231468×10⁻²     4.3068725309×10⁻²     4.7267371347×10⁻²     5.5515901997×10⁻²\n",
      "  T1[7][9]    5.77732181208×10⁻³    6.31935524916×10⁻³    7.51172023428×10⁻³    8.45582281808×10⁻³    9.83912390138×10⁻³\n",
      " T1[7][10]     3.0513681611×10⁻²     3.3748687537×10⁻²     3.6611496285×10⁻²     4.0151534429×10⁻²     4.2895739809×10⁻²\n",
      " T1[7][11]     1.0146638929×10⁻²     1.2432680023×10⁻²     1.5712861132×10⁻²     1.8112877201×10⁻²     2.6119621994×10⁻²\n",
      " T1[7][12]     4.2036260154×10⁻³    5.63377899841×10⁻³    6.26620951932×10⁻³    7.30031698085×10⁻³    8.59608364248×10⁻³\n",
      " T1[7][13]    2.02355953363×10⁻³    2.84746940029×10⁻³    3.28365105651×10⁻³    3.68819383309×10⁻³    6.05915524869×10⁻³\n",
      " T1[7][14]   9.386582567022×10⁻⁴    1.16441525302×10⁻³    1.39713738847×10⁻³     1.8266050282×10⁻³    2.47279898636×10⁻³\n",
      " T1[7][15]    1.49140510022×10⁻³    1.80446847122×10⁻³    1.91128556951×10⁻³    2.25438601778×10⁻³    2.79025454424×10⁻³\n",
      " T1[7][16]   1.525869804104×10⁻⁴   1.790012748019×10⁻⁴   2.291125678587×10⁻⁴   2.785073961855×10⁻⁴   5.496032006752×10⁻⁴\n",
      " T1[7][17]   3.166377698675×10⁻⁵   4.795045535862×10⁻⁵  5.1014753259674×10⁻⁵  6.9635598570844×10⁻⁵   1.366678942288×10⁻⁴\n",
      " T1[7][18]  7.5889210372599×10⁻⁵   1.090025446098×10⁻⁴   1.224696901401×10⁻⁴   1.444884405737×10⁻⁴   2.133176622979×10⁻⁴\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[7][19]  1.2164760034849×10⁻⁵  1.4894727621943×10⁻⁵  2.0454247083555×10⁻⁵  2.5806352099978×10⁻⁵   6.323867571431×10⁻⁵\n",
      " T1[7][20] 2.37773075539849×10⁻⁶ 2.93222943209548×10⁻⁶ 3.62847992541049×10⁻⁶ 4.14334322784704×10⁻⁶ 5.49716255293653×10⁻⁶\n",
      "     m2[4]        -1.3259264×10¹       -1.29080503×10¹      5.493640689×10⁻¹         1.0517623×10⁰        1.30812551×10⁰\n",
      "    s1[10]         3.0000000×10⁰         6.0000000×10⁰         6.0000000×10⁰         8.0000000×10⁰         1.8000000×10¹\n",
      "     m2[8]       -5.68931843×10⁰       -4.78557142×10⁰      6.887432671×10⁻¹      9.927954839×10⁻¹        1.74739471×10⁰\n",
      "  T2[1][1]      1.490282913×10⁻¹      1.813974363×10⁻¹      2.324939858×10⁻¹      2.716841887×10⁻¹      3.196167393×10⁻¹\n",
      "  T2[1][2]     4.4645535195×10⁻²     5.3944537658×10⁻²     5.7939446528×10⁻²     7.1205275938×10⁻²     7.7086322217×10⁻²\n",
      "  T2[1][3]      1.244111721×10⁻¹      1.406162061×10⁻¹      1.555299526×10⁻¹      1.668903909×10⁻¹      1.817876897×10⁻¹\n",
      "  T2[1][4]     1.8873835071×10⁻²      2.230093401×10⁻²     2.6396635597×10⁻²     4.3391125275×10⁻²     5.1297676806×10⁻²\n",
      "  T2[1][5]     7.7838336869×10⁻²     9.5134159197×10⁻²        1.0358696×10⁻¹      1.219510917×10⁻¹       1.37831368×10⁻¹\n",
      "  T2[1][6]     4.9365664888×10⁻²     5.3679249778×10⁻²     6.1348381061×10⁻²      7.228904518×10⁻²      1.033712927×10⁻¹\n",
      "  T2[1][7]       1.41951928×10⁻¹      1.646888836×10⁻¹      1.798800363×10⁻¹      1.895097853×10⁻¹      1.982565893×10⁻¹\n",
      "  T2[1][8]     4.1241625548×10⁻²     5.5676974411×10⁻²     6.9617537497×10⁻²     8.7043584665×10⁻²     9.4409920085×10⁻²\n",
      "  T2[1][9]    9.07440172858×10⁻³     1.0459026473×10⁻²     1.1470986159×10⁻²     1.2705028437×10⁻²     1.4699934795×10⁻²\n",
      " T2[1][10]    7.49217932135×10⁻³    7.96574417678×10⁻³     9.9849920507×10⁻³     1.1602425512×10⁻²     1.4462771604×10⁻²\n",
      " T2[1][11]     2.6557095807×10⁻²     3.6956354424×10⁻²     5.1668982847×10⁻²     5.5157778264×10⁻²     6.3047840309×10⁻²\n",
      " T2[1][12]    9.22129958873×10⁻³     1.0086319031×10⁻²     1.0645190144×10⁻²      1.154195962×10⁻²      1.206179569×10⁻²\n",
      " T2[1][13]    6.40075108566×10⁻³    7.39246200109×10⁻³    8.07320214348×10⁻³    9.94955787014×10⁻³     1.1927782762×10⁻²\n",
      " T2[1][14]     1.1274924581×10⁻²     1.2311493789×10⁻²      1.276920754×10⁻²     1.3748481891×10⁻²     1.4649839101×10⁻²\n",
      " T2[1][15]    2.20312790706×10⁻³    3.02877188905×10⁻³     3.6755719213×10⁻³    4.17604495894×10⁻³    5.62493407299×10⁻³\n",
      " T2[1][16]   9.726447347244×10⁻⁴    1.25495886374×10⁻³    1.49056452889×10⁻³     1.6931955457×10⁻³    1.96956114091×10⁻³\n",
      " T2[1][17]    1.64365756834×10⁻³    1.85678466333×10⁻³    2.08607464598×10⁻³     2.4842117157×10⁻³     2.7349307691×10⁻³\n",
      " T2[1][18]   1.587891900335×10⁻⁴   2.068475140918×10⁻⁴   2.462521556948×10⁻⁴   3.323636394346×10⁻⁴   5.940366275097×10⁻⁴\n",
      " T2[1][19]  1.7935217638231×10⁻⁵  2.6667740716887×10⁻⁵  4.5201252717161×10⁻⁵  7.0600047689406×10⁻⁵   1.387900553121×10⁻⁴\n",
      " T2[1][20] 5.71855896336348×10⁻⁶ 8.31127717482172×10⁻⁶  1.6476253324238×10⁻⁵  2.3255934545885×10⁻⁵  4.8653168259416×10⁻⁵\n",
      "    s1[12]         2.0000000×10⁰         4.0000000×10⁰         6.5000000×10⁰         1.1000000×10¹         1.4000000×10¹\n",
      "  T2[2][1]     6.6782059669×10⁻²     7.3609308484×10⁻²     8.3180668998×10⁻²      9.863447301×10⁻²      1.312146715×10⁻¹\n",
      "  T2[2][2]      2.300153759×10⁻¹      2.633166552×10⁻¹      2.831519081×10⁻¹      3.057413411×10⁻¹      3.503403207×10⁻¹\n",
      "  T2[2][3]      1.827230636×10⁻¹      2.122223763×10⁻¹      2.330613811×10⁻¹      2.866203827×10⁻¹      3.240731131×10⁻¹\n",
      "  T2[2][4]     4.2935129412×10⁻²     4.7296242226×10⁻²     5.2172819997×10⁻²     5.7039856066×10⁻²     6.4663149196×10⁻²\n",
      "  T2[2][5]     4.3859566988×10⁻²     5.2023839557×10⁻²     5.3881887288×10⁻²     5.5612364524×10⁻²     6.3793724373×10⁻²\n",
      "  T2[2][6]     5.3502982165×10⁻²     7.0795675964×10⁻²     9.6615156795×10⁻²      1.121673766×10⁻¹      1.370166823×10⁻¹\n",
      "  T2[2][7]     5.4177750721×10⁻²     5.8019394903×10⁻²     6.1650469888×10⁻²     7.1869666382×10⁻²     8.7996392542×10⁻²\n",
      "  T2[2][8]      2.362383139×10⁻²     3.0055938169×10⁻²     3.5007303456×10⁻²     3.7322795564×10⁻²     5.0922961937×10⁻²\n",
      "  T2[2][9]     1.9633125011×10⁻²     2.4971566232×10⁻²     3.0782503705×10⁻²     3.8306739642×10⁻²     4.4389495606×10⁻²\n",
      " T2[2][10]    3.54584298398×10⁻³    4.07407319447×10⁻³    4.89269775826×10⁻³    5.44061487868×10⁻³    6.04516679991×10⁻³\n",
      " T2[2][11]      1.919352287×10⁻²     2.1628699906×10⁻²     2.4950864196×10⁻²     2.5934770505×10⁻²     2.8076620084×10⁻²\n",
      " T2[2][12]    8.09397340986×10⁻³     1.0340006559×10⁻²     1.1454075729×10⁻²     1.2124593228×10⁻²     1.4922538176×10⁻²\n",
      " T2[2][13]   9.236402036767×10⁻⁴     1.0135221029×10⁻³    1.08584920657×10⁻³    1.19738764235×10⁻³    1.32247987767×10⁻³\n",
      " T2[2][14]    3.08557117187×10⁻³    3.91744353468×10⁻³    4.08447798948×10⁻³    4.41387831003×10⁻³    5.58048254142×10⁻³\n",
      " T2[2][15]   8.313290361004×10⁻⁴    1.12082459229×10⁻³    1.30173084939×10⁻³    1.43005003205×10⁻³    1.91999802672×10⁻³\n",
      " T2[2][16]   1.420795625763×10⁻⁴   1.918457739057×10⁻⁴   2.163236906991×10⁻⁴   2.322178648151×10⁻⁴     3.2908178867×10⁻⁴\n",
      " T2[2][17]  5.8975134674876×10⁻⁵   1.020919379312×10⁻⁴    1.56550075153×10⁻⁴    1.88716130018×10⁻⁴   2.615026973355×10⁻⁴\n",
      " T2[2][18]   1.673276733596×10⁻⁵   3.238557960999×10⁻⁵  4.4326939253386×10⁻⁵  5.0622290536362×10⁻⁵  5.9911599777972×10⁻⁵\n",
      " T2[2][19] 4.92076741595315×10⁻⁶ 6.92799866516398×10⁻⁶  1.0355389062573×10⁻⁵  1.1442517122413×10⁻⁵  1.4442115753683×10⁻⁵\n",
      " T2[2][20] 1.42875891273597×10⁻⁶ 2.04961457295205×10⁻⁶  2.5362688835795×10⁻⁶ 3.46583691779312×10⁻⁶ 4.84803716982452×10⁻⁶\n",
      " T2[12][1]     3.9306513363×10⁻²     4.4890138205×10⁻²      5.174510937×10⁻²     5.7054225417×10⁻²     6.3222826159×10⁻²\n",
      " T2[12][2]      2.134215915×10⁻¹      2.314036599×10⁻¹      2.555874846×10⁻¹      2.729343265×10⁻¹      3.100195764×10⁻¹\n",
      " T2[12][3]     3.1670618196×10⁻²     3.9589685627×10⁻²     4.8105707666×10⁻²     6.3993594136×10⁻²     7.0375765366×10⁻²\n",
      " T2[12][4]     4.8756710522×10⁻²     5.7311072408×10⁻²     6.5647325982×10⁻²     6.8087621792×10⁻²     7.1306794625×10⁻²\n",
      " T2[12][5]      2.403554983×10⁻¹      2.634357751×10⁻¹       2.91900921×10⁻¹      3.324845255×10⁻¹      3.606346953×10⁻¹\n",
      " T2[12][6]     5.9681891105×10⁻²     6.6609042086×10⁻²       7.37442582×10⁻²     8.9317197098×10⁻²      1.087572732×10⁻¹\n",
      " T2[12][7]     2.1762751302×10⁻²     2.3882571858×10⁻²     2.6210543037×10⁻²     3.5645407303×10⁻²     3.9549885212×10⁻²\n",
      " T2[12][8]    9.39156608951×10⁻³     1.1394494567×10⁻²     1.5283751638×10⁻²     1.8100251816×10⁻²     2.0284956001×10⁻²\n",
      " T2[12][9]     5.1127601947×10⁻²     6.1169738978×10⁻²     6.4064201601×10⁻²     6.9417167459×10⁻²     7.8341959478×10⁻²\n",
      "T2[12][10]     1.0362364091×10⁻²     1.1748213925×10⁻²      1.376510676×10⁻²     2.0933798301×10⁻²     2.5126778616×10⁻²\n",
      "T2[12][11]     1.2495324076×10⁻²     1.6095754324×10⁻²     1.8624651144×10⁻²     2.1389421712×10⁻²     2.5896775731×10⁻²\n",
      "T2[12][12]    7.24299545326×10⁻³    9.36596709321×10⁻³     1.0823147128×10⁻²     1.1740791604×10⁻²     1.5270658489×10⁻²\n",
      "T2[12][13]    5.68952862204×10⁻³    7.18114093435×10⁻³    8.92695131646×10⁻³     1.0937325528×10⁻²     1.3060890636×10⁻²\n",
      "T2[12][14]    7.03751768877×10⁻³    7.96772957269×10⁻³     8.7513331056×10⁻³     1.0709990322×10⁻²        1.5316922×10⁻²\n",
      "T2[12][15]    5.79063470935×10⁻³    7.18545429107×10⁻³    8.05519815565×10⁻³     9.8681715769×10⁻³     1.0614762706×10⁻²\n",
      "T2[12][16]     1.0210916045×10⁻²     1.1367107976×10⁻²     1.3297728733×10⁻²     1.7206879343×10⁻²     2.1524445822×10⁻²\n",
      "T2[12][17]    4.81034848912×10⁻³    5.13082115003×10⁻³    5.75976499928×10⁻³    6.47568822754×10⁻³    7.91917650174×10⁻³\n",
      "T2[12][18]    1.31591625674×10⁻³    1.63664715852×10⁻³    2.56182695604×10⁻³    3.99062441264×10⁻³    4.91581384678×10⁻³\n",
      "T2[12][19]    1.41466942931×10⁻³    1.59368603428×10⁻³    1.86154717253×10⁻³    2.15601313351×10⁻³    2.63861694098×10⁻³\n",
      "T2[12][20]   2.527761242385×10⁻⁴   2.713360325507×10⁻⁴   3.127256431001×10⁻⁴   4.167120375964×10⁻⁴   6.534289709952×10⁻⁴\n",
      "    m1[16]      6.100341941×10⁻¹        1.74676251×10⁰        2.23131017×10⁰        9.77035965×10⁰        1.12818645×10¹\n",
      " T2[13][1]      9.129825735×10⁻²      1.001756156×10⁻¹      1.152132627×10⁻¹      1.244396302×10⁻¹      1.484502341×10⁻¹\n",
      " T2[13][2]      3.788101998×10⁻¹      4.138219476×10⁻¹       4.33340747×10⁻¹      4.629780393×10⁻¹      5.015644686×10⁻¹\n",
      " T2[13][3]     2.2883385634×10⁻²     3.5704873067×10⁻²     7.0075221128×10⁻²     8.5134170286×10⁻²      1.030148189×10⁻¹\n",
      " T2[13][4]     3.9812565424×10⁻²     5.5818507942×10⁻²     7.0543822127×10⁻²     7.5923414026×10⁻²     8.5534243946×10⁻²\n",
      " T2[13][5]     1.1671360244×10⁻²     1.4024196427×10⁻²     1.5704979413×10⁻²     2.3302914031×10⁻²     2.8028795088×10⁻²\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T2[13][6]      2.316833748×10⁻²     3.1320317959×10⁻²     3.7800281137×10⁻²     4.5933208254×10⁻²     5.8037729572×10⁻²\n",
      " T2[13][7]     6.6607508832×10⁻²     7.4313428213×10⁻²     8.5349813854×10⁻²     9.4490016172×10⁻²      1.090086077×10⁻¹\n",
      " T2[13][8]    9.29434769929×10⁻³     1.1230830803×10⁻²     1.3362141295×10⁻²     1.4143676387×10⁻²     1.5749275771×10⁻²\n",
      " T2[13][9]     4.0651346158×10⁻²     4.9935841065×10⁻²     5.7170982628×10⁻²     5.9196509161×10⁻²     6.5722377659×10⁻²\n",
      "T2[13][10]     1.9713977828×10⁻²     2.4228253998×10⁻²     3.0560003104×10⁻²     3.3805907038×10⁻²     4.2470708397×10⁻²\n",
      "T2[13][11]     3.5961343313×10⁻²     4.0377727207×10⁻²     4.5055926304×10⁻²     4.5943807021×10⁻²     4.9968141847×10⁻²\n",
      "T2[13][12]     1.0128158249×10⁻²     1.1032741287×10⁻²       1.19207107×10⁻²     1.6715256486×10⁻²     1.9105440777×10⁻²\n",
      "T2[13][13]    5.51454769172×10⁻³    7.53714838441×10⁻³    8.79006355483×10⁻³     9.3525753041×10⁻³     1.1889093973×10⁻²\n",
      "T2[13][14]    2.14885897736×10⁻³    4.40757304625×10⁻³     5.5461234013×10⁻³    6.21698756951×10⁻³    7.82177383748×10⁻³\n",
      "T2[13][15]    1.76194319372×10⁻³    2.63075705043×10⁻³    2.93921332964×10⁻³    3.17613397137×10⁻³    3.65452148917×10⁻³\n",
      "T2[13][16]   8.545244618278×10⁻⁴    1.09400498082×10⁻³    1.58131150313×10⁻³    1.85704985115×10⁻³    2.08195203472×10⁻³\n",
      "T2[13][17]   7.888380528342×10⁻⁴    1.63295204924×10⁻³    2.02069331022×10⁻³    2.32750439157×10⁻³    2.64045983254×10⁻³\n",
      "T2[13][18]   5.705437161987×10⁻⁴   9.581465690937×10⁻⁴    1.14133350909×10⁻³    1.52675043281×10⁻³    1.71715619726×10⁻³\n",
      "T2[13][19]   3.667346259092×10⁻⁴   5.358226100144×10⁻⁴   6.350125869629×10⁻⁴    7.21441578996×10⁻⁴   8.836247207154×10⁻⁴\n",
      "T2[13][20]   3.208607528226×10⁻⁴   4.892690442311×10⁻⁴   5.452769874442×10⁻⁴   6.236836392668×10⁻⁴   6.770172404721×10⁻⁴\n",
      "    s2[13]         5.0000000×10⁰         5.0000000×10⁰         8.0000000×10⁰         1.5000000×10¹         1.7000000×10¹\n",
      "     s1[6]         1.0000000×10⁰         5.0000000×10⁰         7.0000000×10⁰         1.4000000×10¹         1.7000000×10¹\n",
      "     s1[5]         1.0000000×10⁰         5.0000000×10⁰         9.0000000×10⁰         1.1000000×10¹         1.5000000×10¹\n",
      "  T1[5][1]      3.157092759×10⁻¹      3.634502149×10⁻¹      4.204612897×10⁻¹      4.846901304×10⁻¹      5.738404726×10⁻¹\n",
      "  T1[5][2]     3.1802362832×10⁻²     3.6960340805×10⁻²     4.4583566634×10⁻²      5.199099174×10⁻²     6.6720060085×10⁻²\n",
      "  T1[5][3]     8.4545728893×10⁻²      1.094744863×10⁻¹      1.198066216×10⁻¹      1.291198274×10⁻¹      1.455650024×10⁻¹\n",
      "  T1[5][4]     2.1854895283×10⁻²      2.653006809×10⁻²     4.1153492391×10⁻²     4.8712856988×10⁻²     5.8450471979×10⁻²\n",
      "  T1[5][5]      4.280114638×10⁻²     5.1177176553×10⁻²      5.869751894×10⁻²     7.0069571733×10⁻²      1.092108752×10⁻¹\n",
      "  T1[5][6]     3.1652294743×10⁻²     4.4345150496×10⁻²     5.3495474241×10⁻²     6.8375858238×10⁻²     7.9570475892×10⁻²\n",
      "  T1[5][7]      2.665359069×10⁻²     3.5386681579×10⁻²     4.2406002095×10⁻²     4.6212447184×10⁻²     5.3904137439×10⁻²\n",
      "  T1[5][8]     3.2803176916×10⁻²       5.60784672×10⁻²     7.2430526112×10⁻²     8.1035511565×10⁻²      1.095375266×10⁻¹\n",
      "  T1[5][9]     4.7382291092×10⁻²     5.8508851353×10⁻²     6.3091116622×10⁻²     7.3722540815×10⁻²     7.8343706828×10⁻²\n",
      " T1[5][10]     1.9326166241×10⁻²     2.3073885487×10⁻²     2.5647444104×10⁻²     3.0543898097×10⁻²      3.847307181×10⁻²\n",
      " T1[5][11]     9.3552666262×10⁻³     1.0851805262×10⁻²     1.1970799654×10⁻²     2.1039625294×10⁻²      2.390278857×10⁻²\n",
      " T1[5][12]    4.56748596092×10⁻³    5.33313251718×10⁻³    6.96649836605×10⁻³     1.1906219281×10⁻²     1.5176193733×10⁻²\n",
      " T1[5][13]    7.67539701591×10⁻³     1.1751827238×10⁻²     1.2757070845×10⁻²     1.5203727705×10⁻²      1.792475196×10⁻²\n",
      " T1[5][14]    5.07924839909×10⁻³    6.20882241707×10⁻³    6.75303577883×10⁻³    7.34540635217×10⁻³    9.50555983927×10⁻³\n",
      " T1[5][15]   6.795820354021×10⁻⁴   7.684637163679×10⁻⁴   9.355389931222×10⁻⁴    1.13124560058×10⁻³    1.34582508986×10⁻³\n",
      " T1[5][16]    1.01232767952×10⁻³    1.25882841937×10⁻³    1.43409802836×10⁻³    1.68364120547×10⁻³     2.0760173215×10⁻³\n",
      " T1[5][17]    1.41554716612×10⁻³    1.63309337312×10⁻³     2.1247675049×10⁻³    2.67587345337×10⁻³    3.05387355268×10⁻³\n",
      " T1[5][18]   1.521550726574×10⁻⁴   1.921008918956×10⁻⁴   2.493177937788×10⁻⁴   2.924960049457×10⁻⁴   3.581793903669×10⁻⁴\n",
      " T1[5][19]   1.087075230053×10⁻⁴   1.346317507455×10⁻⁴   1.670156242243×10⁻⁴   1.783771188184×10⁻⁴   2.156442693568×10⁻⁴\n",
      " T1[5][20]  2.8718112609236×10⁻⁵  3.3387502094445×10⁻⁵  4.1360108341049×10⁻⁵   4.426331406604×10⁻⁵  4.9835716837143×10⁻⁵\n",
      "     s2[9]         1.0000000×10⁰         1.0000000×10⁰         3.0000000×10⁰         7.0000000×10⁰         8.0000000×10⁰\n",
      "  T1[8][1]     4.4366908079×10⁻²     5.4626442557×10⁻²     6.6592987725×10⁻²     8.5974291458×10⁻²     9.8939174585×10⁻²\n",
      "  T1[8][2]      2.286493817×10⁻¹      2.564833021×10⁻¹      2.774003017×10⁻¹      3.117661325×10⁻¹      3.406171122×10⁻¹\n",
      "  T1[8][3]     4.3591727124×10⁻²     5.1361380104×10⁻²     5.8206626057×10⁻²     6.5338368184×10⁻²     7.1648966783×10⁻²\n",
      "  T1[8][4]      1.356951206×10⁻¹      1.534875476×10⁻¹       1.59370586×10⁻¹       1.71018532×10⁻¹      1.919338736×10⁻¹\n",
      "  T1[8][5]     2.5343715726×10⁻²     2.8627357293×10⁻²      3.072464009×10⁻²     3.4667630515×10⁻²     4.3529346612×10⁻²\n",
      "  T1[8][6]     2.5002177818×10⁻²     3.1729916943×10⁻²     3.4146786361×10⁻²     3.6860616319×10⁻²       4.32450834×10⁻²\n",
      "  T1[8][7]     2.4292556925×10⁻²     2.8247533572×10⁻²     3.1338080956×10⁻²     3.9559166759×10⁻²     4.9966635527×10⁻²\n",
      "  T1[8][8]     1.9716306734×10⁻²     2.1910868857×10⁻²     2.3139188011×10⁻²     2.5198845825×10⁻²     3.5025985472×10⁻²\n",
      "  T1[8][9]     2.5566189514×10⁻²     3.2910147973×10⁻²     3.8271472719×10⁻²     4.6544859929×10⁻²     5.2240068605×10⁻²\n",
      " T1[8][10]      1.315150025×10⁻¹      1.458949121×10⁻¹      1.529658978×10⁻¹      1.714086167×10⁻¹      2.104244868×10⁻¹\n",
      " T1[8][11]     1.9187302199×10⁻²     2.2214760248×10⁻²     2.3902560148×10⁻²     2.6455954126×10⁻²     2.8998640375×10⁻²\n",
      " T1[8][12]     3.8099701398×10⁻²     4.6693249977×10⁻²     5.0961628498×10⁻²     5.6694071655×10⁻²     6.0571019156×10⁻²\n",
      " T1[8][13]      1.053099936×10⁻²     1.3376455231×10⁻²     1.4929663369×10⁻²     1.6349022741×10⁻²     1.8014238209×10⁻²\n",
      " T1[8][14]    2.42130491392×10⁻³    3.64564751984×10⁻³    4.94961900303×10⁻³    5.42450002034×10⁻³    6.72106912506×10⁻³\n",
      " T1[8][15]    1.55667257262×10⁻³    1.80019174333×10⁻³    1.97157769006×10⁻³    2.32527090008×10⁻³    2.66889999109×10⁻³\n",
      " T1[8][16]    2.16170451015×10⁻³    2.56371750034×10⁻³    2.84829140402×10⁻³    3.15759109105×10⁻³    3.32895552252×10⁻³\n",
      " T1[8][17]   5.845767775128×10⁻⁴   7.272006579529×10⁻⁴   9.171236404459×10⁻⁴    1.45226711879×10⁻³    2.18534187311×10⁻³\n",
      " T1[8][18]    2.07523373181×10⁻³    2.57630858535×10⁻³    2.91591367807×10⁻³    3.21299851847×10⁻³    3.79950689835×10⁻³\n",
      " T1[8][19]   1.456257177893×10⁻⁴   1.647997645015×10⁻⁴   1.754978203797×10⁻⁴   1.960203733351×10⁻⁴   2.583318747398×10⁻⁴\n",
      " T1[8][20]  9.1893937481005×10⁻⁵   1.052788123779×10⁻⁴   1.232270822114×10⁻⁴   1.467312016286×10⁻⁴   2.179801152485×10⁻⁴\n",
      "     s2[5]         1.0000000×10⁰         1.0000000×10⁰         3.0000000×10⁰         6.0000000×10⁰         1.0000000×10¹\n",
      "    m1[18]    -6.1637929494×10⁻²       2.11429675×10⁻¹      4.610220004×10⁻¹        1.55198999×10¹        1.60672376×10¹\n",
      "    m2[17]        1.96913687×10⁰        2.57782633×10⁰         3.1438644×10⁰         1.0934541×10¹        1.20076973×10¹\n",
      "  T1[3][1]     5.9595327343×10⁻²     6.4476448405×10⁻²     7.4154763503×10⁻²      1.036790798×10⁻¹      1.166179368×10⁻¹\n",
      "  T1[3][2]      1.447137184×10⁻¹      1.583860101×10⁻¹      1.678878793×10⁻¹      2.486327677×10⁻¹      2.820437348×10⁻¹\n",
      "  T1[3][3]      2.064563071×10⁻¹      2.507008518×10⁻¹      3.026242514×10⁻¹       3.36055625×10⁻¹      3.536057694×10⁻¹\n",
      "  T1[3][4]     5.0521313249×10⁻²     7.1287100819×10⁻²     8.3099147757×10⁻²        9.0257769×10⁻²     9.7412839099×10⁻²\n",
      "  T1[3][5]     2.2623379182×10⁻²     2.4805513309×10⁻²     2.9423532066×10⁻²     3.2747724046×10⁻²     3.4307061722×10⁻²\n",
      "  T1[3][6]     3.0420811504×10⁻²     3.4324610491×10⁻²     3.5726011982×10⁻²     3.7024599942×10⁻²      4.629707809×10⁻²\n",
      "  T1[3][7]     3.0886056223×10⁻²     3.4771824575×10⁻²     3.7260894988×10⁻²     4.2726544961×10⁻²     5.3818284913×10⁻²\n",
      "  T1[3][8]     2.0524730327×10⁻²     2.5650081253×10⁻²     2.9475235668×10⁻²     3.1105688872×10⁻²      3.654941144×10⁻²\n",
      "  T1[3][9]     3.8422104031×10⁻²     4.6490701966×10⁻²       5.26770943×10⁻²     6.9071286636×10⁻²     8.1254166722×10⁻²\n",
      " T1[3][10]    8.97860659124×10⁻³     1.2483474911×10⁻²     1.4520709297×10⁻²     1.6789125088×10⁻²     2.0656653331×10⁻²\n",
      " T1[3][11]     5.2813235218×10⁻²       5.77819062×10⁻²     6.2723452304×10⁻²      7.119223397×10⁻²     8.0699395884×10⁻²\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[3][12]     2.5066671621×10⁻²      3.277055355×10⁻²     4.1684685689×10⁻²     4.5124840794×10⁻²     5.4488215814×10⁻²\n",
      " T1[3][13]     2.2717446218×10⁻²     2.4343803322×10⁻²     2.5977818279×10⁻²     2.7521799658×10⁻²     3.0968175545×10⁻²\n",
      " T1[3][14]    2.30744088889×10⁻³    2.80054593775×10⁻³    2.97163850355×10⁻³    3.19734670906×10⁻³    4.17962035196×10⁻³\n",
      " T1[3][15]    1.56886390475×10⁻³    2.37311134509×10⁻³    4.42499519394×10⁻³    5.83632490612×10⁻³    6.74470791963×10⁻³\n",
      " T1[3][16]    2.75586226912×10⁻³    3.66710637248×10⁻³    4.30184112938×10⁻³    4.72415418124×10⁻³    5.35326758992×10⁻³\n",
      " T1[3][17]    2.64530800515×10⁻³    3.59133206563×10⁻³    5.25997932608×10⁻³    6.14364236271×10⁻³    7.13883393557×10⁻³\n",
      " T1[3][18]   1.654025584888×10⁻⁴   2.185959660807×10⁻⁴   2.720106717514×10⁻⁴   3.076415256602×10⁻⁴   3.647465514315×10⁻⁴\n",
      " T1[3][19]   2.650303021545×10⁻⁴   3.287705654292×10⁻⁴   4.086830658202×10⁻⁴    5.02951587684×10⁻⁴   6.127053028222×10⁻⁴\n",
      " T1[3][20]  5.9563292011502×10⁻⁵  7.8991911452886×10⁻⁵  9.3506741132954×10⁻⁵   1.068306825068×10⁻⁴   1.509779291999×10⁻⁴\n",
      " T2[10][1]     4.8424138818×10⁻²     5.2907077607×10⁻²      5.714389936×10⁻²     6.2178707393×10⁻²     7.2755315245×10⁻²\n",
      " T2[10][2]      1.912941508×10⁻¹      2.099543247×10⁻¹      2.254153861×10⁻¹      2.423383095×10⁻¹       2.48935787×10⁻¹\n",
      " T2[10][3]      1.760604232×10⁻¹      1.855713649×10⁻¹      1.961555741×10⁻¹      2.125515095×10⁻¹      2.449499897×10⁻¹\n",
      " T2[10][4]     4.9410742931×10⁻²     5.6004344352×10⁻²     6.4035173389×10⁻²     9.1171714076×10⁻²      1.329897847×10⁻¹\n",
      " T2[10][5]     5.8515993066×10⁻²     7.1803590976×10⁻²     7.4822680009×10⁻²     7.7440027661×10⁻²     9.5788531015×10⁻²\n",
      " T2[10][6]     7.7972042439×10⁻²      1.003123006×10⁻¹      1.105235218×10⁻¹      1.249916352×10⁻¹      1.349771666×10⁻¹\n",
      " T2[10][7]     2.8492914025×10⁻²     3.6239803077×10⁻²     3.8538942393×10⁻²     4.7974147211×10⁻²     6.1588980442×10⁻²\n",
      " T2[10][8]       4.35308389×10⁻²     4.7577528302×10⁻²     5.5948088281×10⁻²     6.0758488709×10⁻²      6.493533352×10⁻²\n",
      " T2[10][9]     1.9521333071×10⁻²      2.296535018×10⁻²     2.5005501285×10⁻²     2.5986172782×10⁻²     3.1115024079×10⁻²\n",
      "T2[10][10]     5.9727642376×10⁻²     6.6542202021×10⁻²     7.9046421135×10⁻²     8.2871797385×10⁻²     9.0204554301×10⁻²\n",
      "T2[10][11]    7.87531617758×10⁻³    8.74278906057×10⁻³     1.1029164051×10⁻²     1.2999659978×10⁻²     1.5030673479×10⁻²\n",
      "T2[10][12]    5.09427825444×10⁻³    5.49115167763×10⁻³    6.16661181287×10⁻³    6.96678589439×10⁻³    7.80701921762×10⁻³\n",
      "T2[10][13]     1.5883549385×10⁻²     1.7712317211×10⁻²     1.9080614996×10⁻²     2.1432765953×10⁻²     2.5506033286×10⁻²\n",
      "T2[10][14]     1.8534002453×10⁻³    2.17593122389×10⁻³    3.60047679248×10⁻³    3.99051219633×10⁻³    4.51219892066×10⁻³\n",
      "T2[10][15]    5.37894716477×10⁻³    6.34105922143×10⁻³    8.15420103446×10⁻³    9.19709668463×10⁻³     1.0697385186×10⁻²\n",
      "T2[10][16]    2.44318726923×10⁻³    2.91539760022×10⁻³    3.27684423017×10⁻³    3.91387415049×10⁻³    4.42653203187×10⁻³\n",
      "T2[10][17]    4.75558834318×10⁻³    6.01568470241×10⁻³    6.94203032132×10⁻³    7.47043357344×10⁻³    9.15436722376×10⁻³\n",
      "T2[10][18]   6.698546629889×10⁻⁴   7.496496170815×10⁻⁴   8.772862434294×10⁻⁴    1.03670779185×10⁻³    1.15576139656×10⁻³\n",
      "T2[10][19]   1.673892222599×10⁻⁴     2.1813436167×10⁻⁴   2.478319249871×10⁻⁴   2.779715521141×10⁻⁴   4.002194972901×10⁻⁴\n",
      "T2[10][20]   1.163702130176×10⁻⁴   1.306081765498×10⁻⁴   1.422271503231×10⁻⁴   1.553297541613×10⁻⁴   1.864698728327×10⁻⁴\n",
      "    m1[17]        2.39211735×10⁰        3.15093602×10⁰        3.23533874×10⁰        1.08283067×10¹         1.1559241×10¹\n",
      "    m1[11]     -2.423544048×10⁻¹      2.420284194×10⁻¹         1.7306340×10⁰        1.83309238×10⁰        2.21524129×10⁰\n",
      "     m1[1]       -1.98274035×10¹       -1.95517067×10¹        1.46889035×10⁰        1.73914533×10⁰        1.87112702×10⁰\n",
      "     s2[4]         3.0000000×10⁰         5.0000000×10⁰         8.0000000×10⁰         1.1000000×10¹         1.2525000×10¹\n",
      "  T1[1][1]      1.050327522×10⁻¹      1.244488996×10⁻¹      1.405305312×10⁻¹      1.593549063×10⁻¹      1.829272482×10⁻¹\n",
      "  T1[1][2]       1.15682681×10⁻¹      1.687386194×10⁻¹       1.78465398×10⁻¹      2.166141424×10⁻¹      2.322718962×10⁻¹\n",
      "  T1[1][3]     6.2938436592×10⁻²     7.7103588608×10⁻²     8.2799461477×10⁻²      1.166508486×10⁻¹      1.432146746×10⁻¹\n",
      "  T1[1][4]      1.966965139×10⁻¹      2.223498574×10⁻¹      2.576932941×10⁻¹      3.379983179×10⁻¹      3.745304316×10⁻¹\n",
      "  T1[1][5]      4.650794337×10⁻²     5.1599218316×10⁻²     9.1207075731×10⁻²     9.7938560774×10⁻²      1.164674679×10⁻¹\n",
      "  T1[1][6]     2.5301530511×10⁻²     3.0664156074×10⁻²     3.7678114625×10⁻²      4.589667669×10⁻²     4.9725444398×10⁻²\n",
      "  T1[1][7]    5.64658774563×10⁻³    9.21680749881×10⁻³     1.7995470321×10⁻²     2.4235975445×10⁻²     2.7682197473×10⁻²\n",
      "  T1[1][8]     1.3402177086×10⁻²     1.8260929759×10⁻²     2.1028223302×10⁻²     2.7592582127×10⁻²     3.3985744606×10⁻²\n",
      "  T1[1][9]     1.9890679936×10⁻²      3.018635245×10⁻²     3.7065650919×10⁻²     3.8575294574×10⁻²     4.1530058858×10⁻²\n",
      " T1[1][10]     2.9709752991×10⁻²     3.4247504628×10⁻²     3.6310374766×10⁻²     3.8774060116×10⁻²     5.1966673522×10⁻²\n",
      " T1[1][11]    6.04364067539×10⁻³    8.22128623798×10⁻³    9.23531223936×10⁻³     1.0433975277×10⁻²      1.166300159×10⁻²\n",
      " T1[1][12]     2.6267976569×10⁻²     3.1863773014×10⁻²     3.7544963656×10⁻²     4.2130998709×10⁻²      4.886956166×10⁻²\n",
      " T1[1][13]    5.03135225843×10⁻³    8.23022127733×10⁻³    9.77019547401×10⁻³     1.0090137053×10⁻²     1.0911376403×10⁻²\n",
      " T1[1][14]     8.4444027748×10⁻³     1.0453672698×10⁻²     1.1662570339×10⁻²     1.3175058113×10⁻²     1.5220238035×10⁻²\n",
      " T1[1][15]    2.28896042233×10⁻³    2.85569989346×10⁻³    3.33504566446×10⁻³    4.65112840278×10⁻³    5.48067695161×10⁻³\n",
      " T1[1][16]     1.6735925511×10⁻³    2.13537281144×10⁻³    2.48664510557×10⁻³     3.1900104018×10⁻³    3.65746033125×10⁻³\n",
      " T1[1][17]   2.570552681891×10⁻⁴   3.100838928432×10⁻⁴   3.639162908844×10⁻⁴    4.29778715417×10⁻⁴   4.816895424691×10⁻⁴\n",
      " T1[1][18]   5.071852162025×10⁻⁵  8.6027323986728×10⁻⁵   1.474100879724×10⁻⁴   1.775971665143×10⁻⁴   2.903845909158×10⁻⁴\n",
      " T1[1][19] 9.81112670756941×10⁻⁶   1.556984138061×10⁻⁵   1.853276123182×10⁻⁵  2.2945397541194×10⁻⁵  3.7626865423099×10⁻⁵\n",
      " T1[1][20] 4.12443893804681×10⁻⁶ 6.00055733745997×10⁻⁶ 7.81733586474598×10⁻⁶  9.3697543453175×10⁻⁶  2.1731819463633×10⁻⁵\n",
      "     s2[1]         1.0000000×10⁰         8.0000000×10⁰         8.0000000×10⁰         1.1000000×10¹         2.0000000×10¹\n",
      "     s2[7]         1.0000000×10⁰         1.0000000×10⁰         2.0000000×10⁰         4.0000000×10⁰         8.0000000×10⁰\n",
      "    m1[14]    -5.2211066379×10⁻²     9.7852207891×10⁻²      1.842313845×10⁻¹        7.78524041×10⁰        8.00469235×10⁰\n",
      "    m2[15]       6.57941817×10⁻¹        1.01205738×10⁰        1.12292643×10⁰        8.96620918×10⁰        9.32825445×10⁰\n",
      "    m1[10]     -3.542140346×10⁻¹      -1.28024853×10⁻¹       1.12256516×10⁻¹      1.947993881×10⁻¹      3.543265204×10⁻¹\n",
      " T2[14][1]     6.9730950086×10⁻²     9.5572216873×10⁻²      1.076963835×10⁻¹      1.286893478×10⁻¹      1.398528801×10⁻¹\n",
      " T2[14][2]     4.3509741084×10⁻²     4.9164919985×10⁻²     5.6878257942×10⁻²     6.1370407983×10⁻²     7.4108244441×10⁻²\n",
      " T2[14][3]     5.5775622928×10⁻²      6.181961644×10⁻²     6.8089614369×10⁻²     9.2053548058×10⁻²      1.075578754×10⁻¹\n",
      " T2[14][4]      1.762207641×10⁻¹      2.150445071×10⁻¹      2.262097736×10⁻¹      2.837021071×10⁻¹      3.202304479×10⁻¹\n",
      " T2[14][5]      1.143981848×10⁻¹      1.276881397×10⁻¹      1.360929074×10⁻¹      1.553636515×10⁻¹      1.772790228×10⁻¹\n",
      " T2[14][6]     8.1303330601×10⁻²     8.8684251313×10⁻²     9.3447949254×10⁻²      1.037406367×10⁻¹      1.245218242×10⁻¹\n",
      " T2[14][7]     3.3574901664×10⁻²     4.5203747085×10⁻²     5.2108528687×10⁻²     7.1750827158×10⁻²      8.240622965×10⁻²\n",
      " T2[14][8]      2.111262364×10⁻²     2.7836395716×10⁻²     3.6264116491×10⁻²     3.9591009187×10⁻²     4.9448779256×10⁻²\n",
      " T2[14][9]     1.7818949732×10⁻²     1.9710850289×10⁻²     2.0594783945×10⁻²     2.2405747669×10⁻²     2.5237069606×10⁻²\n",
      "T2[14][10]     6.1542007749×10⁻²     7.1178511848×10⁻²     9.4739111707×10⁻²      1.270896922×10⁻¹      1.397183626×10⁻¹\n",
      "T2[14][11]     3.0330941786×10⁻²     3.3578185126×10⁻²     3.6592324134×10⁻²     3.8569919316×10⁻²     4.5739418214×10⁻²\n",
      "T2[14][12]    8.83872083272×10⁻³     1.0788973802×10⁻²     1.1560823142×10⁻²     1.5086812499×10⁻²     1.7134028317×10⁻²\n",
      "T2[14][13]    4.04265826322×10⁻³    4.73686519024×10⁻³    5.13310486041×10⁻³    5.72889823929×10⁻³    6.41429643693×10⁻³\n",
      "T2[14][14]    3.55797803818×10⁻³    4.61166045485×10⁻³    4.97466903639×10⁻³    5.80842239523×10⁻³    7.33417444487×10⁻³\n",
      "T2[14][15]    3.10783976297×10⁻³    5.42134691253×10⁻³    6.50304848244×10⁻³    8.08532723678×10⁻³    9.13013546004×10⁻³\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "T2[14][16]    2.00695898254×10⁻³     2.5484492144×10⁻³    2.88407915498×10⁻³     3.8179018206×10⁻³    4.40929941649×10⁻³\n",
      "T2[14][17]   4.860202080481×10⁻⁴   5.456158367559×10⁻⁴   5.861054698162×10⁻⁴   6.534977394688×10⁻⁴   7.695399081892×10⁻⁴\n",
      "T2[14][18]  9.5216883272974×10⁻⁵   1.198808364219×10⁻⁴   1.398562182804×10⁻⁴   1.915143937039×10⁻⁴   2.275988814002×10⁻⁴\n",
      "T2[14][19]  7.0618693237624×10⁻⁵    1.13697102946×10⁻⁴    1.35207495325×10⁻⁴   1.579263067398×10⁻⁴   1.719980298746×10⁻⁴\n",
      "T2[14][20]  3.3891031967734×10⁻⁵  4.4934398797936×10⁻⁵  5.2396437165814×10⁻⁵  5.7004587243004×10⁻⁵  8.5149217928793×10⁻⁵\n",
      "  T2[4][1]     5.4182633852×10⁻²     6.1196116922×10⁻²     6.9745708774×10⁻²      8.320289669×10⁻²      1.307773263×10⁻¹\n",
      "  T2[4][2]      1.017016186×10⁻¹      1.167663161×10⁻¹      1.249208259×10⁻¹      1.347287326×10⁻¹      1.409405785×10⁻¹\n",
      "  T2[4][3]      2.129132479×10⁻¹       2.41066982×10⁻¹      3.113405847×10⁻¹      3.310829997×10⁻¹      3.522754631×10⁻¹\n",
      "  T2[4][4]      1.571372605×10⁻¹       1.76455737×10⁻¹      1.997150165×10⁻¹       2.16862271×10⁻¹       2.39596388×10⁻¹\n",
      "  T2[4][5]     1.7640284374×10⁻²     2.1757975847×10⁻²     2.4284028927×10⁻²     2.9198518926×10⁻²     3.2102297571×10⁻²\n",
      "  T2[4][6]     7.0831720094×10⁻²     8.8155841085×10⁻²     9.8884945929×10⁻²      1.223557198×10⁻¹      1.356430162×10⁻¹\n",
      "  T2[4][7]     2.9741507645×10⁻²       3.47835124×10⁻²     3.9957636483×10⁻²     4.1804182802×10⁻²     4.5938223834×10⁻²\n",
      "  T2[4][8]     5.2098809092×10⁻²     5.7108744906×10⁻²     7.0899551237×10⁻²     7.5158498086×10⁻²      8.460421852×10⁻²\n",
      "  T2[4][9]     1.2902976863×10⁻²     1.6647017865×10⁻²     1.7792605652×10⁻²     2.0074740216×10⁻²     2.2521355918×10⁻²\n",
      " T2[4][10]    2.30582253324×10⁻³    3.93154472007×10⁻³    5.77414744352×10⁻³    6.47187426252×10⁻³     7.7807713168×10⁻³\n",
      " T2[4][11]    9.17937103086×10⁻³     1.0893198898×10⁻²     1.1606044697×10⁻²     1.2165464075×10⁻²     1.4468911343×10⁻²\n",
      " T2[4][12]    6.49380486024×10⁻³    7.03386440127×10⁻³     7.4302756824×10⁻³    7.83801832214×10⁻³    8.31901444125×10⁻³\n",
      " T2[4][13]     1.3801688486×10⁻²     1.5967086878×10⁻²     1.8724574341×10⁻²     2.1529910724×10⁻²     2.4583586836×10⁻²\n",
      " T2[4][14]    2.97713963321×10⁻³    3.59255047448×10⁻³      5.086955301×10⁻³    7.48348333303×10⁻³    9.80541949256×10⁻³\n",
      " T2[4][15]   4.528795424043×10⁻⁴   7.790172292802×10⁻⁴    1.43796578739×10⁻³    2.59446527646×10⁻³    3.35800957994×10⁻³\n",
      " T2[4][16]   2.686181293168×10⁻⁴   3.598652240506×10⁻⁴   6.375491207948×10⁻⁴    1.26968693388×10⁻³     1.8862915291×10⁻³\n",
      " T2[4][17]  4.7070656160782×10⁻⁵  6.8016052758428×10⁻⁵   1.189381655238×10⁻⁴   2.079657310483×10⁻⁴   4.069334590727×10⁻⁴\n",
      " T2[4][18]  1.4487403806923×10⁻⁵  2.4275495657948×10⁻⁵  3.0585230059597×10⁻⁵  8.1533082361249×10⁻⁵   2.002007962065×10⁻⁴\n",
      " T2[4][19] 4.89262623092884×10⁻⁶ 8.48429192791351×10⁻⁶  2.5665548148943×10⁻⁵  5.7712912277202×10⁻⁵   1.523080961501×10⁻⁴\n",
      " T2[4][20] 4.88273166659725×10⁻⁶ 7.71632163368285×10⁻⁶  1.2394513442926×10⁻⁵  2.9310781527125×10⁻⁵  5.7860735650284×10⁻⁵\n",
      "     s1[2]         1.0000000×10⁰         5.0000000×10⁰         9.0000000×10⁰         1.3000000×10¹         1.5000000×10¹\n",
      "  T2[7][1]      1.319592857×10⁻¹      1.395025469×10⁻¹      1.496022185×10⁻¹      1.580996787×10⁻¹      1.812293143×10⁻¹\n",
      "  T2[7][2]     4.6064541933×10⁻²     5.6068588169×10⁻²     6.5690939389×10⁻²     8.2673068195×10⁻²      1.072234584×10⁻¹\n",
      "  T2[7][3]     4.5231937085×10⁻²     5.1877730169×10⁻²     6.0517375209×10⁻²     6.7137932346×10⁻²     7.2653274903×10⁻²\n",
      "  T2[7][4]     4.1851110703×10⁻²     4.7980439977×10⁻²     5.1876726424×10⁻²     6.1510516856×10⁻²     7.1012239989×10⁻²\n",
      "  T2[7][5]     8.5087343586×10⁻²      1.111128954×10⁻¹        1.2707569×10⁻¹      1.355258233×10⁻¹      1.518326605×10⁻¹\n",
      "  T2[7][6]      7.695592898×10⁻²     9.3736164259×10⁻²     9.9015934481×10⁻²      1.113242037×10⁻¹      1.538914488×10⁻¹\n",
      "  T2[7][7]     2.8212639822×10⁻²     3.5518827946×10⁻²     3.9422179412×10⁻²     4.2101935907×10⁻²     5.1725682383×10⁻²\n",
      "  T2[7][8]      1.348791245×10⁻¹       1.40909249×10⁻¹      1.437225156×10⁻¹      1.533247726×10⁻¹      1.615538866×10⁻¹\n",
      "  T2[7][9]     5.2550029398×10⁻²     5.7178652099×10⁻²     6.1919974591×10⁻²     6.4822616601×10⁻²     7.2617518597×10⁻²\n",
      " T2[7][10]     3.9127911584×10⁻²     4.4547866553×10⁻²     4.6828100515×10⁻²     4.9654082836×10⁻²     5.5749130357×10⁻²\n",
      " T2[7][11]     4.3359102414×10⁻²     6.9025438244×10⁻²     8.0243515284×10⁻²     9.7710800919×10⁻²      1.062850686×10⁻¹\n",
      " T2[7][12]      3.143156127×10⁻²      3.566923345×10⁻²     3.8075579247×10⁻²     4.0721494224×10⁻²     4.4368078693×10⁻²\n",
      " T2[7][13]    4.28950605221×10⁻³    5.32504754738×10⁻³    6.67105808407×10⁻³    7.35437458558×10⁻³    8.25511104624×10⁻³\n",
      " T2[7][14]     1.1357436645×10⁻²     1.2624925588×10⁻²     1.4776956931×10⁻²     1.6207143534×10⁻²     1.8592091051×10⁻²\n",
      " T2[7][15]    2.20232905078×10⁻³    2.41295402307×10⁻³    2.59997754084×10⁻³    3.07983512577×10⁻³    4.18211188405×10⁻³\n",
      " T2[7][16]    1.42656971908×10⁻³    1.53924222862×10⁻³    1.65302597555×10⁻³    1.92664838204×10⁻³    2.42919462039×10⁻³\n",
      " T2[7][17]   3.192073169587×10⁻⁴   4.090630102799×10⁻⁴   5.125373159938×10⁻⁴    5.49059753867×10⁻⁴   6.134023568124×10⁻⁴\n",
      " T2[7][18]   3.814150660401×10⁻⁴    4.63441993073×10⁻⁴   6.113030885047×10⁻⁴   7.529964326449×10⁻⁴    8.66995573986×10⁻⁴\n",
      " T2[7][19]   2.494693139932×10⁻⁴   2.661273219155×10⁻⁴   2.878537843559×10⁻⁴   3.582974059534×10⁻⁴   4.213567178635×10⁻⁴\n",
      " T2[7][20]  6.3133066455778×10⁻⁵  8.6500408487344×10⁻⁵  9.3600239928937×10⁻⁵   1.055800501332×10⁻⁴   1.355100474328×10⁻⁴\n",
      "     s1[9]         2.0000000×10⁰         4.0000000×10⁰         6.0000000×10⁰         6.0000000×10⁰         1.0000000×10¹\n",
      "        lp       -6.63806249×10⁶       -6.45324963×10⁶       -6.22446619×10⁶       -5.93617629×10⁶       -5.74512679×10⁶\n",
      " T1[16][1]     6.1533960083×10⁻²     8.3967993856×10⁻²      1.085717553×10⁻¹      1.386713059×10⁻¹      1.545076795×10⁻¹\n",
      " T1[16][2]     4.3906850034×10⁻²     5.0871676805×10⁻²     5.8787754301×10⁻²     6.2985025899×10⁻²     7.2281982954×10⁻²\n",
      " T1[16][3]     4.9821121834×10⁻²     6.1245133919×10⁻²     7.1218013142×10⁻²     7.7092444769×10⁻²     8.3338748644×10⁻²\n",
      " T1[16][4]      2.823432383×10⁻¹      3.135689184×10⁻¹      3.394146646×10⁻¹      3.621102102×10⁻¹      4.000348037×10⁻¹\n",
      " T1[16][5]     4.8476972653×10⁻²      5.105034148×10⁻²     5.5133208385×10⁻²     5.8553527012×10⁻²     6.5516669391×10⁻²\n",
      " T1[16][6]     4.4681843311×10⁻²     5.6372707486×10⁻²     9.6516022363×10⁻²       1.24097877×10⁻¹      1.426147017×10⁻¹\n",
      " T1[16][7]     3.9260185294×10⁻²     6.1103192804×10⁻²      6.713318873×10⁻²     7.2627835336×10⁻²     8.1000080219×10⁻²\n",
      " T1[16][8]     4.3593014833×10⁻²     4.6497907754×10⁻²     4.9978149163×10⁻²      5.545572131×10⁻²     5.8599108263×10⁻²\n",
      " T1[16][9]     3.6127853827×10⁻²     5.2686268504×10⁻²     6.1492725307×10⁻²     6.9369376714×10⁻²     7.5998732498×10⁻²\n",
      "T1[16][10]    8.45523590708×10⁻³    9.00760545451×10⁻³     1.0191169565×10⁻²     1.3670468156×10⁻²     1.5626848246×10⁻²\n",
      "T1[16][11]     4.0116106585×10⁻²     4.4987610065×10⁻²     5.2243719542×10⁻²     5.6033360822×10⁻²     6.3916130793×10⁻²\n",
      "T1[16][12]    1.48515746866×10⁻³    1.99822420138×10⁻³    3.63759548836×10⁻³    7.95533578118×10⁻³     1.0966261863×10⁻²\n",
      "T1[16][13]     1.1179940609×10⁻²     1.3574072384×10⁻²     1.9614989178×10⁻²     2.5687335322×10⁻²     3.0214767725×10⁻²\n",
      "T1[16][14]    4.59553329522×10⁻³    5.49184862777×10⁻³    6.31089938004×10⁻³    8.61215878015×10⁻³     1.0562804803×10⁻²\n",
      "T1[16][15]   9.972334051879×10⁻⁴    1.20281978517×10⁻³    1.46009718634×10⁻³    1.67635711634×10⁻³    1.94135378139×10⁻³\n",
      "T1[16][16]    2.14781044675×10⁻³    2.68855563783×10⁻³     3.4785903104×10⁻³    4.09170638503×10⁻³    4.61651783223×10⁻³\n",
      "T1[16][17]   9.345194982928×10⁻⁴    1.17218750893×10⁻³    1.62106901487×10⁻³    1.82757529763×10⁻³    2.17127033642×10⁻³\n",
      "T1[16][18]  9.6866245320654×10⁻⁵   1.395512438183×10⁻⁴   2.664629318512×10⁻⁴   3.507601979623×10⁻⁴   4.126131512086×10⁻⁴\n",
      "T1[16][19]  2.2055780616355×10⁻⁵  2.9071319069815×10⁻⁵  4.4955367071825×10⁻⁵  5.1326053117933×10⁻⁵  6.5952362088511×10⁻⁵\n",
      "T1[16][20] 5.59132670641116×10⁻⁶ 8.33705745351132×10⁻⁶  1.1779528017897×10⁻⁵  1.4424479279157×10⁻⁵  2.0382798643581×10⁻⁵\n",
      " T1[14][1]     3.5391257954×10⁻²     3.8014397396×10⁻²     4.3706340694×10⁻²     6.8238963908×10⁻²     8.8663512362×10⁻²\n",
      " T1[14][2]      3.869812223×10⁻¹      4.144934524×10⁻¹      4.558469349×10⁻¹      4.835165582×10⁻¹      5.101408029×10⁻¹\n",
      " T1[14][3]     4.0249574377×10⁻²     5.2269445886×10⁻²     5.9810233808×10⁻²      1.036200281×10⁻¹      1.174993531×10⁻¹\n",
      " T1[14][4]     5.7744801634×10⁻²     6.2944759119×10⁻²     7.2440799248×10⁻²      8.689108358×10⁻²     9.2996356698×10⁻²\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[14][5]     2.6302577473×10⁻²     3.4273432319×10⁻²     3.8160868215×10⁻²     4.0612235534×10⁻²     4.6831194337×10⁻²\n",
      " T1[14][6]      1.189569013×10⁻¹      1.534601065×10⁻¹      1.730118382×10⁻¹      1.768823344×10⁻¹       1.93623137×10⁻¹\n",
      " T1[14][7]     1.8210938447×10⁻²     2.1689898958×10⁻²     2.3085627025×10⁻²     2.4849355263×10⁻²     2.6792715074×10⁻²\n",
      " T1[14][8]     3.6492624849×10⁻²     4.6318719509×10⁻²     5.4065033223×10⁻²      5.921730573×10⁻²     6.8627288336×10⁻²\n",
      " T1[14][9]     2.4585441994×10⁻²     3.2344436263×10⁻²     3.7938866416×10⁻²     4.5458696964×10⁻²     4.9914376556×10⁻²\n",
      "T1[14][10]    6.91147680977×10⁻³     1.0351583204×10⁻²      1.287472045×10⁻²     1.7927842479×10⁻²     1.9441395578×10⁻²\n",
      "T1[14][11]    3.71666458155×10⁻³    4.46939286269×10⁻³    5.62828225584×10⁻³    6.38215329507×10⁻³    8.27058723373×10⁻³\n",
      "T1[14][12]    3.06650782989×10⁻³    3.49049481915×10⁻³    3.78206830405×10⁻³    4.17187006653×10⁻³    5.94520044174×10⁻³\n",
      "T1[14][13]     4.0770547579×10⁻³    4.42583233741×10⁻³    5.47911405282×10⁻³    6.21355911289×10⁻³    7.90681544053×10⁻³\n",
      "T1[14][14]    1.63357486403×10⁻³    1.91752376561×10⁻³    2.18077953613×10⁻³    2.67182066142×10⁻³    3.15105411699×10⁻³\n",
      "T1[14][15]    1.61810404691×10⁻³     1.7679076534×10⁻³    2.01171120353×10⁻³    2.24547130867×10⁻³    3.12900344275×10⁻³\n",
      "T1[14][16]   7.618930931255×10⁻⁴   8.072598017406×10⁻⁴    9.56775384747×10⁻⁴    1.05301934304×10⁻³    1.21764889786×10⁻³\n",
      "T1[14][17]   2.308108441793×10⁻⁴   2.679550789096×10⁻⁴   3.054050879678×10⁻⁴   3.966404091511×10⁻⁴   5.257704009687×10⁻⁴\n",
      "T1[14][18]  4.9426708566009×10⁻⁵  5.5175312571303×10⁻⁵  6.9392038866429×10⁻⁵  8.1479020220346×10⁻⁵   1.132528493746×10⁻⁴\n",
      "T1[14][19] 8.11001624203035×10⁻⁶ 9.89575324745073×10⁻⁶  1.1809544232156×10⁻⁵  1.3503371119156×10⁻⁵  1.6121893570093×10⁻⁵\n",
      "T1[14][20] 4.67801207582053×10⁻⁶ 5.86528611556947×10⁻⁶ 7.00978160778076×10⁻⁶ 8.04256728889619×10⁻⁶ 9.63245732288343×10⁻⁶\n",
      "     m2[5]       -1.23920054×10¹       -1.19899041×10¹        1.92463546×10⁰        2.25255154×10⁰        2.44232798×10⁰\n",
      "    m1[15]        1.79381327×10⁰         2.2008039×10⁰        2.59000415×10⁰        7.59169955×10⁰        8.22494237×10⁰\n",
      "    m2[14]      4.173116041×10⁻¹        1.13004989×10⁰        1.24000217×10⁰        6.76991581×10⁰        7.55517842×10⁰\n",
      " T1[17][1]     8.5266933433×10⁻²      1.137303918×10⁻¹      1.381711567×10⁻¹      1.544600144×10⁻¹      1.627153386×10⁻¹\n",
      " T1[17][2]      1.260699876×10⁻¹      1.332140738×10⁻¹      1.364430562×10⁻¹      1.470616832×10⁻¹      1.609997822×10⁻¹\n",
      " T1[17][3]      1.157577367×10⁻¹       1.41428647×10⁻¹      1.468741349×10⁻¹      1.856768684×10⁻¹      2.280530318×10⁻¹\n",
      " T1[17][4]     1.6369570929×10⁻²     2.3841428292×10⁻²     2.8546645231×10⁻²     3.2796218348×10⁻²     3.6988321762×10⁻²\n",
      " T1[17][5]      1.764616183×10⁻¹      1.849170067×10⁻¹      2.153135316×10⁻¹      2.475766219×10⁻¹      2.625882166×10⁻¹\n",
      " T1[17][6]     3.7498325882×10⁻²     4.0710075185×10⁻²     5.9158634353×10⁻²     6.7137967388×10⁻²     7.3555824882×10⁻²\n",
      " T1[17][7]     2.5315755089×10⁻²     2.9862002928×10⁻²     3.3535690376×10⁻²     3.7962142185×10⁻²     4.8770659027×10⁻²\n",
      " T1[17][8]     4.3676655287×10⁻²     5.3755623561×10⁻²      5.869913503×10⁻²     6.7923310134×10⁻²     7.4242407941×10⁻²\n",
      " T1[17][9]     6.4463217717×10⁻²     7.1927253071×10⁻²     8.0055183988×10⁻²      8.578345635×10⁻²      1.051523737×10⁻¹\n",
      "T1[17][10]     1.0277598269×10⁻²     1.1745295202×10⁻²     1.6457686276×10⁻²     2.2036956337×10⁻²      2.655840221×10⁻²\n",
      "T1[17][11]    7.29026690755×10⁻³    8.53125899987×10⁻³     1.0027744228×10⁻²      1.274398744×10⁻²     1.4342250276×10⁻²\n",
      "T1[17][12]    5.99620647809×10⁻³    6.97969285885×10⁻³    7.36702258138×10⁻³    8.06991471394×10⁻³    9.43971435241×10⁻³\n",
      "T1[17][13]      3.136003329×10⁻²     3.3611338911×10⁻²      3.586864725×10⁻²     3.9756209339×10⁻²      4.366675818×10⁻²\n",
      "T1[17][14]    3.34000096459×10⁻³    4.25312552217×10⁻³    5.01974927062×10⁻³    5.46380746025×10⁻³    7.25758561708×10⁻³\n",
      "T1[17][15]    4.53586891658×10⁻³     5.4461424592×10⁻³    6.16031459657×10⁻³    8.51615114111×10⁻³    9.82993172753×10⁻³\n",
      "T1[17][16]    2.89649789672×10⁻³    3.42532874954×10⁻³    3.93954068614×10⁻³    4.59225815219×10⁻³    5.69648722197×10⁻³\n",
      "T1[17][17]    2.17579658256×10⁻³    2.80086255544×10⁻³    3.29170140932×10⁻³    3.79974621595×10⁻³    4.57418888337×10⁻³\n",
      "T1[17][18]   9.747990996167×10⁻⁴    1.24466949188×10⁻³    1.34573742594×10⁻³    1.67710649805×10⁻³    1.93168074792×10⁻³\n",
      "T1[17][19]    1.21091155462×10⁻³    1.51509890954×10⁻³    1.80162358225×10⁻³    3.17960476981×10⁻³    4.33372877901×10⁻³\n",
      "T1[17][20]   1.621890500381×10⁻⁴   2.188617976669×10⁻⁴   2.585316974356×10⁻⁴   3.627180787394×10⁻⁴   4.506870058905×10⁻⁴\n",
      "    m1[20]        2.64071687×10⁰        3.35723663×10⁰        3.77278772×10⁰         1.6378101×10¹        1.72820127×10¹\n",
      "    m2[13]     8.3903447923×10⁻²      5.407891286×10⁻¹      7.067065689×10⁻¹         5.3965323×10⁰        5.86506578×10⁰\n",
      "     m2[9]       -3.11121224×10⁰       -2.77877648×10⁰      6.958742641×10⁻¹      8.984206299×10⁻¹        1.12742899×10⁰\n",
      "     m1[9]       -4.64519388×10⁰       -4.30770139×10⁰        2.22574916×10⁰        2.46630359×10⁰        2.65733806×10⁰\n",
      "     m1[7]       -8.31299849×10⁰       -7.53530159×10⁰        1.53120913×10⁰        1.97979248×10⁰        2.40392249×10⁰\n",
      "    m2[18]        2.15834934×10⁰        2.75943181×10⁰        3.04379988×10⁰        1.30569057×10¹        1.37435168×10¹\n",
      "     m1[6]       -9.23416961×10⁰       -8.64397949×10⁰      4.842953551×10⁻¹      7.839074268×10⁻¹        1.29219963×10⁰\n",
      "   epsilon        2.0000000×10⁻²        2.0000000×10⁻²        2.0000000×10⁻²        2.0000000×10⁻²        2.0000000×10⁻²\n",
      "     m1[2]       -1.70912253×10¹        -1.6573136×10¹      5.295183932×10⁻¹      9.555054463×10⁻¹        1.10848601×10⁰\n",
      "  T1[2][1]      1.547551189×10⁻¹      1.694714881×10⁻¹      1.760852729×10⁻¹      1.874569231×10⁻¹      2.197330237×10⁻¹\n",
      "  T1[2][2]     4.3597706133×10⁻²       4.82575899×10⁻²     5.3984565748×10⁻²      6.143098928×10⁻²     7.9981436187×10⁻²\n",
      "  T1[2][3]       5.04425999×10⁻²     6.0605159683×10⁻²      6.465836007×10⁻²     7.0351931173×10⁻²     8.0464148294×10⁻²\n",
      "  T1[2][4]      1.135087979×10⁻¹      1.245784191×10⁻¹      1.447516043×10⁻¹      1.624764107×10⁻¹      1.744425136×10⁻¹\n",
      "  T1[2][5]      1.917911806×10⁻¹      2.049191272×10⁻¹      2.105293341×10⁻¹      2.219408167×10⁻¹      2.348405034×10⁻¹\n",
      "  T1[2][6]     2.4532879907×10⁻²     2.7623902808×10⁻²     3.0103792809×10⁻²      4.741373002×10⁻²     6.7490016299×10⁻²\n",
      "  T1[2][7]     1.9202938909×10⁻²     2.0678499545×10⁻²      2.341502458×10⁻²      2.526027216×10⁻²     3.0308832735×10⁻²\n",
      "  T1[2][8]     2.1366977905×10⁻²     3.0180759362×10⁻²     3.4074944707×10⁻²     3.7491386358×10⁻²     4.3413513336×10⁻²\n",
      "  T1[2][9]     6.5004063022×10⁻²     7.5578921103×10⁻²     8.4473337253×10⁻²     9.4222986993×10⁻²     9.9718581586×10⁻²\n",
      " T1[2][10]     2.5484233396×10⁻²      2.856152301×10⁻²     3.0314663107×10⁻²     3.2504515506×10⁻²     3.5172976819×10⁻²\n",
      " T1[2][11]     5.8326087473×10⁻²     7.3798745942×10⁻²     8.2226835336×10⁻²      1.080678618×10⁻¹      1.231169243×10⁻¹\n",
      " T1[2][12]    5.24146903861×10⁻³    6.08494212715×10⁻³    6.70136082499×10⁻³    7.42244216752×10⁻³     9.2313621406×10⁻³\n",
      " T1[2][13]     1.4553447712×10⁻²     1.6604345366×10⁻²     1.7486497545×10⁻²     1.8112863014×10⁻²     2.0118472834×10⁻²\n",
      " T1[2][14]    3.06152143806×10⁻³    3.31155880816×10⁻³    3.51086427012×10⁻³    4.00594061674×10⁻³     4.5336858828×10⁻³\n",
      " T1[2][15]    7.62162578314×10⁻³    9.07428106425×10⁻³    9.36378264963×10⁻³    9.96900202578×10⁻³     1.1386809062×10⁻²\n",
      " T1[2][16]    3.73779574934×10⁻³    4.42051824169×10⁻³    4.82641758691×10⁻³    5.28495211485×10⁻³    5.60817493325×10⁻³\n",
      " T1[2][17]   4.928175080049×10⁻⁴   5.675938547044×10⁻⁴   6.100717820759×10⁻⁴    1.14317905003×10⁻³    1.61364568292×10⁻³\n",
      " T1[2][18]   1.439076041766×10⁻⁴   1.847746916157×10⁻⁴   2.061692801313×10⁻⁴   2.247539105496×10⁻⁴   2.675825247219×10⁻⁴\n",
      " T1[2][19]   5.518071133416×10⁻⁵  7.1833297969095×10⁻⁵   8.055134313245×10⁻⁵  9.1797269806607×10⁻⁵   1.047021243666×10⁻⁴\n",
      " T1[2][20] 5.57974054626875×10⁻⁶ 6.64393156091236×10⁻⁶ 7.89483464641583×10⁻⁶  1.0653050661835×10⁻⁵  1.2908288231528×10⁻⁵\n",
      "  T1[9][1]     8.7032957719×10⁻²      1.012129981×10⁻¹      1.049160424×10⁻¹      1.197673585×10⁻¹      1.371235476×10⁻¹\n",
      "  T1[9][2]     5.4079091451×10⁻²     5.8988883402×10⁻²      6.526440595×10⁻²     7.4269695559×10⁻²     8.0740019508×10⁻²\n",
      "  T1[9][3]      2.895999836×10⁻¹      3.223054795×10⁻¹      3.366402645×10⁻¹      3.558751138×10⁻¹      3.775456706×10⁻¹\n",
      "  T1[9][4]     1.4085166147×10⁻²     1.5929055062×10⁻²     1.7522106613×10⁻²     2.5557286683×10⁻²     4.0325422198×10⁻²\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  T1[9][5]      1.568664405×10⁻¹      1.651715465×10⁻¹      1.809143293×10⁻¹      2.013003323×10⁻¹      2.204616588×10⁻¹\n",
      "  T1[9][6]     8.3424808797×10⁻²      1.003962045×10⁻¹      1.237193368×10⁻¹      1.326933016×10⁻¹      1.556453254×10⁻¹\n",
      "  T1[9][7]     1.0387418775×10⁻²     1.2702086818×10⁻²     1.4150302526×10⁻²     1.5869239516×10⁻²     1.7777403824×10⁻²\n",
      "  T1[9][8]     1.9281026412×10⁻²     2.4019799132×10⁻²     3.1384836799×10⁻²     3.4869460546×10⁻²     3.7970752389×10⁻²\n",
      "  T1[9][9]    8.17969138094×10⁻³    9.35236752779×10⁻³    9.93898378506×10⁻³     1.0581524039×10⁻²     1.4077855726×10⁻²\n",
      " T1[9][10]     4.4986948331×10⁻²     4.9196601641×10⁻²     5.2886640929×10⁻²     6.2053111322×10⁻²     7.1747769759×10⁻²\n",
      " T1[9][11]     1.1538036937×10⁻²     1.4142450187×10⁻²     1.5977546036×10⁻²     1.7836825132×10⁻²     2.0483835811×10⁻²\n",
      " T1[9][12]     1.7103723925×10⁻²     1.9632486481×10⁻²     2.3454979745×10⁻²     2.9645666388×10⁻²     3.5225258345×10⁻²\n",
      " T1[9][13]    4.70268308374×10⁻³    6.22707737234×10⁻³    7.11395709217×10⁻³    8.05109047768×10⁻³    8.78238420401×10⁻³\n",
      " T1[9][14]    1.01012422651×10⁻³    1.19063240608×10⁻³    1.43604099231×10⁻³    1.65936049597×10⁻³    2.41569989705×10⁻³\n",
      " T1[9][15]    1.57889456749×10⁻³     1.8801948182×10⁻³    2.08867808119×10⁻³    2.23670676903×10⁻³    2.75210006564×10⁻³\n",
      " T1[9][16]   2.144475870533×10⁻⁴   3.463582449704×10⁻⁴    4.70983145213×10⁻⁴   5.616661328984×10⁻⁴   7.270799436967×10⁻⁴\n",
      " T1[9][17]   1.871359903554×10⁻⁴   2.573548553567×10⁻⁴   3.698010461231×10⁻⁴   4.222035351317×10⁻⁴   4.826247373235×10⁻⁴\n",
      " T1[9][18]  3.7258189505995×10⁻⁵  5.1865818343523×10⁻⁵   7.771359826053×10⁻⁵  9.2823376525232×10⁻⁵   1.211310388181×10⁻⁴\n",
      " T1[9][19] 2.34169983487277×10⁻⁶ 3.48666764766065×10⁻⁶  5.5402546945193×10⁻⁶ 7.31410788849878×10⁻⁶  1.3417229946169×10⁻⁵\n",
      " T1[9][20] 1.88661946043389×10⁻⁶ 2.95353619406136×10⁻⁶ 4.99712585766421×10⁻⁶  6.4279908829068×10⁻⁶ 8.35972720314437×10⁻⁶\n",
      "     s1[1]         1.0000000×10⁰         2.0000000×10⁰         1.1000000×10¹         1.7000000×10¹         2.0000000×10¹\n",
      "     m1[8]       -4.70769365×10⁰       -4.23079936×10⁰      1.874640236×10⁻¹      4.102851588×10⁻¹      7.432545396×10⁻¹\n",
      "  T2[5][1]     6.5668006666×10⁻²     7.5652697065×10⁻²      9.130541336×10⁻²      1.165440078×10⁻¹      1.407606373×10⁻¹\n",
      "  T2[5][2]     5.9612349265×10⁻²     6.6912115758×10⁻²     9.9365025455×10⁻²      1.659384611×10⁻¹      2.236281665×10⁻¹\n",
      "  T2[5][3]     5.4005879427×10⁻²     6.7742807637×10⁻²     8.2192725468×10⁻²      1.071073529×10⁻¹       1.24555531×10⁻¹\n",
      "  T2[5][4]      1.145062456×10⁻¹      1.352072994×10⁻¹      1.560726849×10⁻¹      1.694843211×10⁻¹      1.857693166×10⁻¹\n",
      "  T2[5][5]      1.285215678×10⁻¹      1.552539994×10⁻¹      1.890142677×10⁻¹      2.032336164×10⁻¹      2.367530101×10⁻¹\n",
      "  T2[5][6]      1.464229791×10⁻¹      1.714092422×10⁻¹      1.852566848×10⁻¹      1.932976186×10⁻¹      2.036939118×10⁻¹\n",
      "  T2[5][7]    9.10475005932×10⁻³     1.2828700651×10⁻²     1.9137768101×10⁻²     2.4730530398×10⁻²     3.0101004051×10⁻²\n",
      "  T2[5][8]     2.0585641731×10⁻²     2.6963167694×10⁻²     3.3696156368×10⁻²     3.9239310765×10⁻²     4.1399300069×10⁻²\n",
      "  T2[5][9]     2.7777809789×10⁻²     3.1304164524×10⁻²     3.5514072266×10⁻²     5.1071193583×10⁻²     5.7239498436×10⁻²\n",
      " T2[5][10]     2.2039936775×10⁻²     2.8194042195×10⁻²     4.4047842778×10⁻²     7.5350535025×10⁻²     8.4789413424×10⁻²\n",
      " T2[5][11]     1.6167744187×10⁻²     1.7292297407×10⁻²     2.3116733537×10⁻²      2.708751195×10⁻²     3.1106519084×10⁻²\n",
      " T2[5][12]    6.11171224508×10⁻³    7.12075075635×10⁻³    9.31602626232×10⁻³     1.0522546282×10⁻²     1.7068663141×10⁻²\n",
      " T2[5][13]     1.6517207502×10⁻³    3.63622025003×10⁻³    7.16105197769×10⁻³    8.30856640621×10⁻³     1.0443239232×10⁻²\n",
      " T2[5][14]     1.0336941883×10⁻³    1.29130291977×10⁻³    4.12786624484×10⁻³    4.98424146615×10⁻³     5.5953474944×10⁻³\n",
      " T2[5][15]   3.818457486011×10⁻⁴   5.790279556067×10⁻⁴    1.17209891129×10⁻³    1.39785575255×10⁻³    1.90947740132×10⁻³\n",
      " T2[5][16]   1.267198306404×10⁻⁴   1.554841614068×10⁻⁴    3.94215984342×10⁻⁴   5.065635196174×10⁻⁴   8.634609059591×10⁻⁴\n",
      " T2[5][17]    1.02009798015×10⁻⁴   1.369076049862×10⁻⁴   2.809816192106×10⁻⁴   3.928441632777×10⁻⁴   4.923645556521×10⁻⁴\n",
      " T2[5][18]   2.134317714133×10⁻⁴   2.745701457837×10⁻⁴   5.993106535026×10⁻⁴   7.936974141685×10⁻⁴   9.395592295324×10⁻⁴\n",
      " T2[5][19]  8.8819994054417×10⁻⁵   1.160290798871×10⁻⁴   1.598515138993×10⁻⁴   2.106699503565×10⁻⁴   2.473029936219×10⁻⁴\n",
      " T2[5][20]  1.9669017892468×10⁻⁵  2.9274427270937×10⁻⁵  5.6756513299061×10⁻⁵  7.4085314066524×10⁻⁵   1.022123076485×10⁻⁴\n",
      " T1[12][1]     8.4578999227×10⁻²      9.066101148×10⁻²      1.010826025×10⁻¹      1.122605437×10⁻¹      1.247622828×10⁻¹\n",
      " T1[12][2]      2.942437156×10⁻¹      3.219481978×10⁻¹      3.283558959×10⁻¹      3.535487524×10⁻¹      3.866947334×10⁻¹\n",
      " T1[12][3]      1.033170882×10⁻¹      1.328390242×10⁻¹      1.704207415×10⁻¹      1.839600475×10⁻¹      2.179982923×10⁻¹\n",
      " T1[12][4]     8.3177137962×10⁻²     9.5595039359×10⁻²      1.067935004×10⁻¹      1.167906878×10⁻¹       1.36327495×10⁻¹\n",
      " T1[12][5]     5.3729331532×10⁻²     6.8880105001×10⁻²     7.3600197911×10⁻²     7.7414032255×10⁻²     9.1717213224×10⁻²\n",
      " T1[12][6]     2.6793293026×10⁻²     3.9599499249×10⁻²     4.1923967278×10⁻²      5.056496891×10⁻²     6.0107090468×10⁻²\n",
      " T1[12][7]     5.5943400133×10⁻²     5.9883870629×10⁻²     6.7397118071×10⁻²     7.0997469328×10⁻²     8.6935436067×10⁻²\n",
      " T1[12][8]     2.5785041249×10⁻²     2.9455345091×10⁻²      3.152072458×10⁻²     3.5403306525×10⁻²     3.9317006305×10⁻²\n",
      " T1[12][9]     1.9146272312×10⁻²     2.0510918876×10⁻²       2.15940169×10⁻²     2.3795846824×10⁻²     2.5630278394×10⁻²\n",
      "T1[12][10]     1.3564804533×10⁻²     1.4993496807×10⁻²     1.7442156347×10⁻²     1.8184132728×10⁻²     2.1719524605×10⁻²\n",
      "T1[12][11]     1.5504192986×10⁻²     1.8105490142×10⁻²     1.8944490513×10⁻²     2.0937174187×10⁻²     2.9555254536×10⁻²\n",
      "T1[12][12]    4.15260426403×10⁻³    5.12405410625×10⁻³    6.11734493354×10⁻³    6.59972837256×10⁻³    8.51379360106×10⁻³\n",
      "T1[12][13]    1.27818163498×10⁻³    1.65995449057×10⁻³    2.27004039204×10⁻³    2.49684242271×10⁻³    2.77445712154×10⁻³\n",
      "T1[12][14]    2.81710154967×10⁻³    3.53182388859×10⁻³    3.92216121814×10⁻³    4.84085234927×10⁻³    5.40859297974×10⁻³\n",
      "T1[12][15]    1.12514123845×10⁻³    1.26762445161×10⁻³    1.34978841684×10⁻³    1.45213430047×10⁻³    1.63907418124×10⁻³\n",
      "T1[12][16]    1.45523293631×10⁻³    1.81663512637×10⁻³    1.94788473812×10⁻³     2.1510032859×10⁻³    2.67998283205×10⁻³\n",
      "T1[12][17]   3.974065245566×10⁻⁴   4.732516785562×10⁻⁴   5.261453491969×10⁻⁴   6.271410852219×10⁻⁴   7.133814334976×10⁻⁴\n",
      "T1[12][18]   5.953364804625×10⁻⁴   7.567509079902×10⁻⁴   8.742503375776×10⁻⁴    1.01013325296×10⁻³    1.11424386767×10⁻³\n",
      "T1[12][19]   5.298549378741×10⁻⁴   5.839897233942×10⁻⁴   6.630557680121×10⁻⁴   7.431409592968×10⁻⁴   8.727037474622×10⁻⁴\n",
      "T1[12][20]   2.523848514899×10⁻⁵   3.035453383296×10⁻⁵  3.6281975138885×10⁻⁵   4.160675010606×10⁻⁵  4.8590264532744×10⁻⁵\n",
      " T1[20][1]     4.5952879437×10⁻²     5.7968859052×10⁻²     6.6780412983×10⁻²     7.0162062667×10⁻²     9.6868395079×10⁻²\n",
      " T1[20][2]     8.7598731075×10⁻²     9.9671563336×10⁻²       1.13139887×10⁻¹      1.252740206×10⁻¹      2.049437744×10⁻¹\n",
      " T1[20][3]      1.334704966×10⁻¹      1.542005614×10⁻¹       1.63750172×10⁻¹      1.777463741×10⁻¹      2.016731478×10⁻¹\n",
      " T1[20][4]      1.273927519×10⁻¹      1.523661204×10⁻¹      1.579891923×10⁻¹       1.90276318×10⁻¹      2.025717057×10⁻¹\n",
      " T1[20][5]     2.5153462131×10⁻²     3.6952497013×10⁻²     4.1606934792×10⁻²     4.5926709525×10⁻²     5.5835099297×10⁻²\n",
      " T1[20][6]     3.8038367174×10⁻²     6.5982106114×10⁻²     8.0448014401×10⁻²     9.4005226005×10⁻²      1.052977118×10⁻¹\n",
      " T1[20][7]     4.3576378424×10⁻²      4.871360795×10⁻²     5.1987725018×10⁻²     5.6162973783×10⁻²     6.4135686312×10⁻²\n",
      " T1[20][8]     2.1045430134×10⁻²     2.2140903392×10⁻²     2.5085834626×10⁻²     2.7383828609×10⁻²     3.1235529543×10⁻²\n",
      " T1[20][9]       1.09069216×10⁻¹      1.329449837×10⁻¹      1.441674928×10⁻¹      1.543975235×10⁻¹      1.646313945×10⁻¹\n",
      "T1[20][10]    8.60214539703×10⁻³    9.15692838059×10⁻³    9.64248025671×10⁻³     1.2313881069×10⁻²     1.3817107193×10⁻²\n",
      "T1[20][11]      1.598457923×10⁻²     1.7623842739×10⁻²     2.0786887944×10⁻²     2.6119180063×10⁻²     3.5562890604×10⁻²\n",
      "T1[20][12]     3.4508285176×10⁻²     3.7702332095×10⁻²     4.5629466193×10⁻²     5.2936485455×10⁻²      6.406605085×10⁻²\n",
      "T1[20][13]    9.49398261584×10⁻³     1.2235442194×10⁻²      1.750028929×10⁻²     2.0282160406×10⁻²     2.3093507585×10⁻²\n",
      "T1[20][14]     2.0805199087×10⁻²     2.3460524909×10⁻²     2.6251566416×10⁻²     2.7518182564×10⁻²     3.3270449909×10⁻²\n",
      "T1[20][15]    2.19399874591×10⁻³    2.83967904356×10⁻³     3.5050085977×10⁻³    3.99364290021×10⁻³    4.67283203958×10⁻³\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "T1[20][16]    7.10791982784×10⁻³     7.9319030926×10⁻³    8.55285307773×10⁻³    9.55732912172×10⁻³     1.1969584005×10⁻²\n",
      "T1[20][17]    3.01671837333×10⁻³    3.56464248716×10⁻³    4.49059890078×10⁻³    5.03911871946×10⁻³    6.65012583798×10⁻³\n",
      "T1[20][18]    1.02360788092×10⁻³    1.24232916724×10⁻³    1.42480871507×10⁻³    1.68907000631×10⁻³     1.8433801198×10⁻³\n",
      "T1[20][19]   4.641209420017×10⁻⁴   6.364068742983×10⁻⁴   8.848258421771×10⁻⁴    9.91357957177×10⁻⁴    1.30065691348×10⁻³\n",
      "T1[20][20]    1.01354363395×10⁻⁴   1.200615132523×10⁻⁴   1.854901057392×10⁻⁴   2.150099841727×10⁻⁴   2.920024700613×10⁻⁴\n",
      "    m1[12]      6.596523321×10⁻¹      7.830788387×10⁻¹      9.954815182×10⁻¹        3.02294568×10⁰        3.31632766×10⁰\n",
      " T1[10][1]      3.832129298×10⁻¹      4.088615339×10⁻¹       4.19973201×10⁻¹      4.839104856×10⁻¹      5.216927165×10⁻¹\n",
      " T1[10][2]      3.002787631×10⁻²     4.0087221215×10⁻²     4.6599552292×10⁻²     5.2269264431×10⁻²     6.1494663243×10⁻²\n",
      " T1[10][3]      1.212465207×10⁻¹      1.362710128×10⁻¹      1.632528486×10⁻¹      1.717680264×10⁻¹      1.866990693×10⁻¹\n",
      " T1[10][4]     2.7813027194×10⁻²      3.133057288×10⁻²      3.373916317×10⁻²     3.8333242375×10⁻²     4.2864400468×10⁻²\n",
      " T1[10][5]     7.5495886233×10⁻²     9.3205276764×10⁻²      1.149757816×10⁻¹      1.258097861×10⁻¹       1.32494955×10⁻¹\n",
      " T1[10][6]     3.5447503138×10⁻²      4.145835925×10⁻²     4.6534401169×10⁻²      4.977091632×10⁻²     5.4656295396×10⁻²\n",
      " T1[10][7]     3.4724792978×10⁻²     3.7611431199×10⁻²     4.0730085567×10⁻²     4.4979573451×10⁻²     5.0377516601×10⁻²\n",
      " T1[10][8]     1.4172475461×10⁻²     1.5387303815×10⁻²     1.6783838425×10⁻²     1.9942477631×10⁻²     2.3126544704×10⁻²\n",
      " T1[10][9]     2.0270600239×10⁻²     2.3377264345×10⁻²     2.7629980859×10⁻²     2.9665157921×10⁻²     3.3008498272×10⁻²\n",
      "T1[10][10]    8.64676721083×10⁻³     1.0764071152×10⁻²     1.2293903687×10⁻²     1.3072452673×10⁻²     1.5274172697×10⁻²\n",
      "T1[10][11]    5.51026782123×10⁻³    7.87799048072×10⁻³    9.10524976152×10⁻³     1.1159116293×10⁻²     1.2733441853×10⁻²\n",
      "T1[10][12]     2.7715226786×10⁻²     3.2164163629×10⁻²     3.3126597466×10⁻²     3.4670101297×10⁻²     3.7601198547×10⁻²\n",
      "T1[10][13]    6.66361705682×10⁻³    8.18939339732×10⁻³     1.1248354766×10⁻²     1.1589076646×10⁻²     1.4199553566×10⁻²\n",
      "T1[10][14]    4.21474193802×10⁻³    5.59229273034×10⁻³    8.44470899436×10⁻³    9.60329770829×10⁻³     1.2285886078×10⁻²\n",
      "T1[10][15]   4.553628164946×10⁻⁴   7.642959092569×10⁻⁴    1.18026367259×10⁻³    1.56624362331×10⁻³    1.83779686466×10⁻³\n",
      "T1[10][16]    1.35139106816×10⁻³    1.95635257095×10⁻³    3.56726002157×10⁻³    3.78040918579×10⁻³    4.83247227302×10⁻³\n",
      "T1[10][17]   1.251304888145×10⁻⁴   1.762786667527×10⁻⁴   2.602649601012×10⁻⁴   5.539222304813×10⁻⁴   8.800285620195×10⁻⁴\n",
      "T1[10][18]   2.113963853632×10⁻⁴   4.765486679683×10⁻⁴   6.428722329568×10⁻⁴   8.056826380088×10⁻⁴   9.806247511697×10⁻⁴\n",
      "T1[10][19]    5.41909973625×10⁻⁵   1.134279604878×10⁻⁴   1.468329412273×10⁻⁴   1.910018958628×10⁻⁴   2.069532615189×10⁻⁴\n",
      "T1[10][20] 2.03445475117359×10⁻⁶ 3.76635971505168×10⁻⁶ 6.21829397495777×10⁻⁶  1.2665008427837×10⁻⁵  1.6537623836799×10⁻⁵\n",
      "  T1[4][1]      3.300135553×10⁻¹      3.630897496×10⁻¹      3.875935531×10⁻¹      4.048230616×10⁻¹       4.43744472×10⁻¹\n",
      "  T1[4][2]        1.0690256×10⁻¹      1.303273416×10⁻¹      1.580357006×10⁻¹      1.900302626×10⁻¹      2.175003426×10⁻¹\n",
      "  T1[4][3]     7.6519092442×10⁻²      9.250486519×10⁻²      1.008426887×10⁻¹      1.143872449×10⁻¹      1.208875611×10⁻¹\n",
      "  T1[4][4]      1.196780082×10⁻¹      1.532141258×10⁻¹      1.715670632×10⁻¹      1.883055831×10⁻¹      2.150827753×10⁻¹\n",
      "  T1[4][5]      5.148715222×10⁻²      7.240485263×10⁻²     8.6185476146×10⁻²     9.1760740092×10⁻²     9.5937231452×10⁻²\n",
      "  T1[4][6]     2.0291940174×10⁻²     2.2987227631×10⁻²      2.713210932×10⁻²     3.1267346668×10⁻²     3.5731061165×10⁻²\n",
      "  T1[4][7]    4.64219485705×10⁻³    5.18771386968×10⁻³    5.57597240348×10⁻³    6.39273755116×10⁻³    7.19340088433×10⁻³\n",
      "  T1[4][8]     1.4017121496×10⁻²     1.6044591001×10⁻²     1.7655220334×10⁻²     2.1296762987×10⁻²     2.4418865622×10⁻²\n",
      "  T1[4][9]     1.2841717673×10⁻²       1.43965067×10⁻²     1.5827460781×10⁻²      1.649301497×10⁻²     1.8941727539×10⁻²\n",
      " T1[4][10]    1.43460689451×10⁻³    1.62731721775×10⁻³     1.9102106912×10⁻³    2.60890071497×10⁻³    3.72020738051×10⁻³\n",
      " T1[4][11]     1.2414220957×10⁻²     1.4035871674×10⁻²     1.5052027718×10⁻²     1.6478887551×10⁻²     1.9582079888×10⁻²\n",
      " T1[4][12]    7.85250855128×10⁻³    9.93883633966×10⁻³     1.0377902469×10⁻²     1.0750180522×10⁻²     1.1493220917×10⁻²\n",
      " T1[4][13]    1.83162705401×10⁻³    2.14596245066×10⁻³    2.41282984557×10⁻³    2.65690874501×10⁻³    3.49043142229×10⁻³\n",
      " T1[4][14]   5.842674116965×10⁻⁴   6.923082972211×10⁻⁴   7.581307751883×10⁻⁴   9.290471827718×10⁻⁴    1.59526095494×10⁻³\n",
      " T1[4][15]   2.733607678771×10⁻⁴   3.433192956593×10⁻⁴   3.769227289291×10⁻⁴   4.239811505807×10⁻⁴   5.768003747393×10⁻⁴\n",
      " T1[4][16]   3.932108410338×10⁻⁴   5.165207676258×10⁻⁴   5.837751388256×10⁻⁴   6.526922740917×10⁻⁴   7.902841292371×10⁻⁴\n",
      " T1[4][17]    3.23605633444×10⁻⁴    3.92462503818×10⁻⁴    4.34737645648×10⁻⁴   5.317139016494×10⁻⁴   7.108913709735×10⁻⁴\n",
      " T1[4][18]   1.624431562187×10⁻⁴   1.858387658116×10⁻⁴   2.165081159244×10⁻⁴   2.810227713629×10⁻⁴   2.991154915056×10⁻⁴\n",
      " T1[4][19]  1.9304871451018×10⁻⁵  2.9821222569125×10⁻⁵  3.4107066194253×10⁻⁵  4.0377918074119×10⁻⁵  7.1280169424361×10⁻⁵\n",
      " T1[4][20]  1.3513800266041×10⁻⁵  1.7407823088011×10⁻⁵   1.922287691225×10⁻⁵  2.4223813189561×10⁻⁵  4.4730525987191×10⁻⁵\n",
      " T2[11][1]      1.029966833×10⁻¹      1.274636056×10⁻¹      1.495197083×10⁻¹      1.562692021×10⁻¹      1.761181722×10⁻¹\n",
      " T2[11][2]       2.32757333×10⁻¹      2.642140293×10⁻¹      2.839708983×10⁻¹      2.999508113×10⁻¹      3.097275444×10⁻¹\n",
      " T2[11][3]     3.8490700345×10⁻²     4.4542569885×10⁻²     4.8693520079×10⁻²     5.8989063076×10⁻²     6.4587472887×10⁻²\n",
      " T2[11][4]      1.862773521×10⁻²      2.603158993×10⁻²     2.8139940069×10⁻²     3.1684440578×10⁻²     3.4609208558×10⁻²\n",
      " T2[11][5]     7.4024441022×10⁻²     8.0925921454×10⁻²     8.4308085401×10⁻²     8.7117534756×10⁻²      1.006524312×10⁻¹\n",
      " T2[11][6]      1.058779852×10⁻¹      1.244286737×10⁻¹      1.462620869×10⁻¹      1.581591721×10⁻¹      1.716682409×10⁻¹\n",
      " T2[11][7]     3.1518808752×10⁻²     4.2882520542×10⁻²     6.8717816007×10⁻²     8.7986236101×10⁻²     9.5323024317×10⁻²\n",
      " T2[11][8]     2.2502230495×10⁻²     2.4918219334×10⁻²     2.6860190079×10⁻²     2.9730845785×10⁻²     3.6024148142×10⁻²\n",
      " T2[11][9]      2.283183661×10⁻²     2.5277752942×10⁻²     2.8151171506×10⁻²      3.414160037×10⁻²     4.0575029892×10⁻²\n",
      "T2[11][10]     2.9631632598×10⁻²     3.8105750785×10⁻²     4.2326109502×10⁻²     4.3624492759×10⁻²     4.9903172202×10⁻²\n",
      "T2[11][11]     1.8668244951×10⁻²     2.4057875155×10⁻²     2.9025458093×10⁻²     3.1538713901×10⁻²     3.5095250924×10⁻²\n",
      "T2[11][12]     1.5373199718×10⁻²     1.7062901799×10⁻²     2.0729352181×10⁻²      2.659265522×10⁻²     2.9382267526×10⁻²\n",
      "T2[11][13]     3.0323797586×10⁻²     3.3754617516×10⁻²     3.6617574669×10⁻²      4.049352416×10⁻²      5.410402279×10⁻²\n",
      "T2[11][14]    3.76846000514×10⁻³    4.36693290126×10⁻³    4.68681269822×10⁻³    5.25122066253×10⁻³    6.12399451952×10⁻³\n",
      "T2[11][15]    5.99671914306×10⁻³    7.02143580164×10⁻³    7.95364828159×10⁻³    8.25478504504×10⁻³    9.01511370429×10⁻³\n",
      "T2[11][16]     5.3650417692×10⁻⁴   7.916030635323×10⁻⁴   9.298464579289×10⁻⁴    1.10615248657×10⁻³    1.41899703896×10⁻³\n",
      "T2[11][17]    4.73487903893×10⁻⁴   6.810676066437×10⁻⁴    1.05229664472×10⁻³    1.22992190947×10⁻³    1.53660285627×10⁻³\n",
      "T2[11][18]   7.128114397403×10⁻⁴   9.457994800821×10⁻⁴    1.31843144452×10⁻³    1.45360730034×10⁻³    1.78049524449×10⁻³\n",
      "T2[11][19]   6.066533210281×10⁻⁴   8.796855078569×10⁻⁴    1.05804864105×10⁻³    1.34799435947×10⁻³    1.59611002983×10⁻³\n",
      "T2[11][20]  9.8247237684312×10⁻⁵   1.202462261901×10⁻⁴   1.792080840254×10⁻⁴   2.504489177402×10⁻⁴   2.937025696196×10⁻⁴\n",
      "     s2[8]         1.0000000×10⁰         1.0000000×10⁰         3.0000000×10⁰         4.0000000×10⁰         7.0000000×10⁰\n",
      "    m2[11]      4.430795459×10⁻¹      5.381105362×10⁻¹       6.09434562×10⁻¹         1.3961627×10⁰        1.56593483×10⁰\n",
      "    lf_num         3.0000000×10⁰         3.0000000×10⁰         3.0000000×10⁰         3.0000000×10⁰         3.0000000×10⁰\n",
      "  T1[6][1]     4.3172426334×10⁻²     4.8279442699×10⁻²     5.2680769446×10⁻²     5.7889136934×10⁻²     6.0592362384×10⁻²\n",
      "  T1[6][2]      2.986386178×10⁻¹      3.355480377×10⁻¹      3.719860402×10⁻¹      3.883958273×10⁻¹       4.08311024×10⁻¹\n",
      "  T1[6][3]     6.1818341178×10⁻²     8.0622692415×10⁻²     9.0944252524×10⁻²      1.076053742×10⁻¹       1.54993308×10⁻¹\n",
      "  T1[6][4]     8.7530679315×10⁻²      1.144254806×10⁻¹      1.360183129×10⁻¹      1.449677185×10⁻¹      1.937003427×10⁻¹\n",
      "  T1[6][5]       1.35021056×10⁻¹      1.550569973×10⁻¹      1.750115032×10⁻¹      1.995056223×10⁻¹       2.26134938×10⁻¹\n",
      "  T1[6][6]     5.3652579261×10⁻²     6.8501768322×10⁻²     7.3177881266×10⁻²     7.6997554024×10⁻²     9.1826285411×10⁻²\n",
      "  T1[6][7]     1.0464909035×10⁻²     1.3641000932×10⁻²     1.5486263613×10⁻²     1.7936912382×10⁻²     1.9971444241×10⁻²\n",
      "  T1[6][8]     1.3638892643×10⁻²      1.676047983×10⁻²      1.839812525×10⁻²     2.1566793893×10⁻²     2.4710049288×10⁻²\n",
      "  T1[6][9]    6.25283848983×10⁻³    7.64100660971×10⁻³    8.45949380553×10⁻³    9.11477035265×10⁻³     1.0466922813×10⁻²\n",
      " T1[6][10]     1.6420529308×10⁻²     2.0085960259×10⁻²     2.2267241328×10⁻²     2.6132788584×10⁻²     2.8792586852×10⁻²\n",
      " T1[6][11]    5.45996046777×10⁻³    6.18831439493×10⁻³     6.7901061901×10⁻³    7.39287267966×10⁻³     1.2330245516×10⁻²\n",
      " T1[6][12]    2.03810305744×10⁻³    2.46971694808×10⁻³    2.79020674951×10⁻³    3.11684836087×10⁻³    3.81939929874×10⁻³\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[6][13]    4.54282120888×10⁻³    4.95671641575×10⁻³    7.26663396998×10⁻³    9.37907784676×10⁻³     1.1972382784×10⁻²\n",
      " T1[6][14]     3.9819491426×10⁻³    5.67877449757×10⁻³    6.95754433805×10⁻³    8.16240780716×10⁻³     1.2063486191×10⁻²\n",
      " T1[6][15]    2.74878957147×10⁻³    4.66694927466×10⁻³    5.72906954897×10⁻³    6.47035773053×10⁻³    8.65111040324×10⁻³\n",
      " T1[6][16]    1.08166859916×10⁻³    1.54123967022×10⁻³    1.77531570573×10⁻³    2.09847127797×10⁻³     2.9046012683×10⁻³\n",
      " T1[6][17]    1.34682002214×10⁻³    1.55227655796×10⁻³    1.74053742182×10⁻³    2.14373084039×10⁻³    2.42266668552×10⁻³\n",
      " T1[6][18]   5.806533279063×10⁻⁴   7.044574866951×10⁻⁴   8.148242550221×10⁻⁴    1.03161933269×10⁻³    1.24943643142×10⁻³\n",
      " T1[6][19]    1.29747682195×10⁻³    1.49893416037×10⁻³    1.60264124439×10⁻³    1.71226548662×10⁻³    1.96343233439×10⁻³\n",
      " T1[6][20]   1.091904887376×10⁻⁴   1.285203260145×10⁻⁴   1.389462620693×10⁻⁴   1.576891473821×10⁻⁴   1.748943794143×10⁻⁴\n",
      "     s2[2]         5.0000000×10⁰         5.0000000×10⁰         5.0000000×10⁰         7.0000000×10⁰         1.2050000×10¹\n",
      "    s2[11]         4.0000000×10⁰         5.0000000×10⁰         9.0000000×10⁰         1.3000000×10¹         1.3000000×10¹\n",
      "    m2[16]      2.294512643×10⁻¹      4.148404132×10⁻¹        5.3145446×10⁻¹        1.14598807×10¹         1.1793095×10¹\n",
      " T1[19][1]      4.870867013×10⁻²     7.1613059808×10⁻²     8.7539983872×10⁻²     9.6708006909×10⁻²      1.218146738×10⁻¹\n",
      " T1[19][2]     4.8510643006×10⁻²      5.738078195×10⁻²     6.4665192878×10⁻²     7.3240051625×10⁻²      1.009149631×10⁻¹\n",
      " T1[19][3]     3.9934543955×10⁻²     4.5675173347×10⁻²     5.1148030502×10⁻²      5.666617371×10⁻²     8.4311277737×10⁻²\n",
      " T1[19][4]     2.6514371909×10⁻²      2.864022771×10⁻²     3.1390144594×10⁻²     4.6507453197×10⁻²     5.4490087805×10⁻²\n",
      " T1[19][5]     2.1640799048×10⁻²     3.8115821558×10⁻²     4.8447438475×10⁻²     6.5949245623×10⁻²     8.9627509791×10⁻²\n",
      " T1[19][6]     4.8573603881×10⁻²     5.4081148926×10⁻²      6.178119144×10⁻²     7.2485330821×10⁻²      8.172849421×10⁻²\n",
      " T1[19][7]     3.7288741554×10⁻²      4.050924655×10⁻²     4.1994172088×10⁻²     4.7681107539×10⁻²     5.3531529972×10⁻²\n",
      " T1[19][8]     8.5787972665×10⁻²      1.095444062×10⁻¹       1.20586137×10⁻¹      1.354117159×10⁻¹      1.491859841×10⁻¹\n",
      " T1[19][9]     4.1645747915×10⁻²      4.466572613×10⁻²     4.9043590118×10⁻²     5.6883370107×10⁻²     6.4836425039×10⁻²\n",
      "T1[19][10]      1.249718188×10⁻¹      1.443463849×10⁻¹      2.010830728×10⁻¹      2.664178019×10⁻¹      2.910137273×10⁻¹\n",
      "T1[19][11]     2.1578130979×10⁻²     2.9824189315×10⁻²     3.7422439447×10⁻²     4.4064168068×10⁻²     5.0612297053×10⁻²\n",
      "T1[19][12]     1.2940247566×10⁻²     1.9148448504×10⁻²     2.8858948459×10⁻²     3.4325914699×10⁻²     3.7134914684×10⁻²\n",
      "T1[19][13]     2.8538890296×10⁻²     4.0092020722×10⁻²     5.2439059951×10⁻²     5.8806553886×10⁻²     6.5663341772×10⁻²\n",
      "T1[19][14]     2.5194747684×10⁻²     2.8986403991×10⁻²     3.0570400597×10⁻²      3.287160032×10⁻²     3.5231499069×10⁻²\n",
      "T1[19][15]     1.8487180335×10⁻²     2.3214825715×10⁻²     3.0387348707×10⁻²     3.4330204944×10⁻²     4.5529035667×10⁻²\n",
      "T1[19][16]     1.7690705602×10⁻²     2.2385701266×10⁻²     2.4922826286×10⁻²     2.8389391199×10⁻²     3.1807990359×10⁻²\n",
      "T1[19][17]     1.1735214796×10⁻²     1.6583126932×10⁻²     1.7743514327×10⁻²     1.9765459198×10⁻²      2.102842284×10⁻²\n",
      "T1[19][18]    2.83544750344×10⁻³    3.33385452022×10⁻³    3.73966499751×10⁻³    4.52964773173×10⁻³    5.52311675178×10⁻³\n",
      "T1[19][19]    1.66883364934×10⁻³    1.95429358761×10⁻³    2.12634814896×10⁻³    2.24009805465×10⁻³    2.58265008076×10⁻³\n",
      "T1[19][20]   1.469583446602×10⁻⁴    1.84321322062×10⁻⁴   2.053391772271×10⁻⁴   2.284466123545×10⁻⁴   2.499077204191×10⁻⁴\n",
      " T1[11][1]     9.5305268655×10⁻²      1.047459737×10⁻¹      1.613102921×10⁻¹      1.750094571×10⁻¹      1.907320618×10⁻¹\n",
      " T1[11][2]     3.0452253493×10⁻²     3.6012768182×10⁻²     3.7792797146×10⁻²     5.9447959942×10⁻²      7.110457258×10⁻²\n",
      " T1[11][3]      2.747940055×10⁻¹      2.980727514×10⁻¹      3.234534681×10⁻¹      3.538238632×10⁻¹      3.825158648×10⁻¹\n",
      " T1[11][4]     1.5230681175×10⁻²     1.8081903673×10⁻²     1.9695766423×10⁻²     2.2834107255×10⁻²     3.8057690054×10⁻²\n",
      " T1[11][5]     1.9934893625×10⁻²     2.7327664312×10⁻²     3.0745456596×10⁻²     3.7617376696×10⁻²     4.3656058804×10⁻²\n",
      " T1[11][6]      1.845731814×10⁻¹      2.140172832×10⁻¹      2.246259442×10⁻¹      2.382848393×10⁻¹      2.689756796×10⁻¹\n",
      " T1[11][7]     1.3819574404×10⁻²     1.5245094105×10⁻²     1.6780986905×10⁻²     1.8990073373×10⁻²     3.7287416608×10⁻²\n",
      " T1[11][8]     1.6805693515×10⁻²     1.9921291086×10⁻²     2.1757485382×10⁻²     2.4897951417×10⁻²     2.9902884844×10⁻²\n",
      " T1[11][9]     1.3005996105×10⁻²      1.586625506×10⁻²     2.1628966778×10⁻²     2.4590708621×10⁻²     2.8509863126×10⁻²\n",
      "T1[11][10]     3.7370225741×10⁻²     4.1030516884×10⁻²     4.5264671599×10⁻²     5.1351704505×10⁻²     6.4833118781×10⁻²\n",
      "T1[11][11]     2.8835077036×10⁻²     3.4403538913×10⁻²     4.1732048235×10⁻²     4.9228756233×10⁻²     5.4140275419×10⁻²\n",
      "T1[11][12]    9.17767965609×10⁻³      1.336953447×10⁻²     1.4737893731×10⁻²     1.6652795268×10⁻²     2.0263761439×10⁻²\n",
      "T1[11][13]    4.10966490667×10⁻³    4.85804687974×10⁻³    5.36869520369×10⁻³     7.3760745403×10⁻³    9.35299628439×10⁻³\n",
      "T1[11][14]    5.06436944407×10⁻³    6.37152781175×10⁻³    7.17833753703×10⁻³       1.03017445×10⁻²     1.1696560769×10⁻²\n",
      "T1[11][15]    7.52363672965×10⁻³    9.24856147957×10⁻³     1.0098634018×10⁻²     1.3103583775×10⁻²     1.5738326937×10⁻²\n",
      "T1[11][16]    3.98086214062×10⁻³    4.56553976169×10⁻³    4.98713353047×10⁻³    5.54301919754×10⁻³    6.47803177791×10⁻³\n",
      "T1[11][17]    1.02042105179×10⁻³    1.21798791395×10⁻³    1.29859274489×10⁻³    1.52549420686×10⁻³    1.85373129175×10⁻³\n",
      "T1[11][18]    1.76033491128×10⁻³    1.93187545454×10⁻³    2.07534859437×10⁻³     2.2476373038×10⁻³    2.63738893962×10⁻³\n",
      "T1[11][19]   7.960107487956×10⁻⁴    1.10019390769×10⁻³     1.4287401397×10⁻³     1.5686318855×10⁻³    1.97084988245×10⁻³\n",
      "T1[11][20]  6.1003360055625×10⁻⁵  8.2710090037241×10⁻⁵  8.9189898269337×10⁻⁵   1.013535916959×10⁻⁴   1.367207688761×10⁻⁴\n",
      "     m1[3]       -1.54696497×10¹       -1.51045783×10¹        1.10093773×10⁰        1.25446996×10⁰        1.41595996×10⁰\n",
      "    s2[12]         5.0000000×10⁰         5.0000000×10⁰         1.1000000×10¹         1.2000000×10¹         1.6000000×10¹\n",
      "     m2[2]       -1.67649785×10¹       -1.61201162×10¹     5.9056850588×10⁻²      5.127679977×10⁻¹      8.476038092×10⁻¹\n",
      " T1[13][1]      1.623752994×10⁻¹      1.720319208×10⁻¹      1.821050396×10⁻¹      1.914419478×10⁻¹      2.046677322×10⁻¹\n",
      " T1[13][2]       2.20158614×10⁻¹       2.56775794×10⁻¹      2.700194093×10⁻¹      3.113276379×10⁻¹      3.443179176×10⁻¹\n",
      " T1[13][3]      1.244122921×10⁻¹      1.349872182×10⁻¹      1.411266864×10⁻¹      1.591894801×10⁻¹      1.733162751×10⁻¹\n",
      " T1[13][4]      1.591806741×10⁻¹      1.725566241×10⁻¹      1.861543449×10⁻¹      1.976774523×10⁻¹      2.340231325×10⁻¹\n",
      " T1[13][5]      4.731686299×10⁻²     5.7324517711×10⁻²     6.0989586425×10⁻²     6.4142533467×10⁻²     6.9414115486×10⁻²\n",
      " T1[13][6]     2.5597804806×10⁻²     2.9953037761×10⁻²     3.9479756387×10⁻²     7.6129827788×10⁻²     8.8248400577×10⁻²\n",
      " T1[13][7]     4.2130309881×10⁻²     4.6883603274×10⁻²     5.0989619906×10⁻²     5.6354373974×10⁻²     6.0635564526×10⁻²\n",
      " T1[13][8]    2.51788640413×10⁻³    3.05225388197×10⁻³     3.5482645094×10⁻³    4.41772872171×10⁻³    5.80891027845×10⁻³\n",
      " T1[13][9]     6.7926427676×10⁻³    7.80893038783×10⁻³    8.59161149866×10⁻³    9.58871567793×10⁻³     1.4180938978×10⁻²\n",
      "T1[13][10]      4.652093426×10⁻³    6.05734221346×10⁻³    7.94224095275×10⁻³    9.64261481054×10⁻³     1.4208748221×10⁻²\n",
      "T1[13][11]    2.13059489226×10⁻³      2.385016414×10⁻³    2.53826865086×10⁻³    2.87997461393×10⁻³    5.63631912378×10⁻³\n",
      "T1[13][12]    4.55348475771×10⁻³    5.33640563863×10⁻³    6.52897508468×10⁻³    8.34952446902×10⁻³     1.4614073776×10⁻²\n",
      "T1[13][13]   9.706565910201×10⁻⁴    1.03094202588×10⁻³    1.16693286112×10⁻³    2.11442715195×10⁻³    3.33926318648×10⁻³\n",
      "T1[13][14]     1.9733493603×10⁻³    2.35600564498×10⁻³    3.66408293142×10⁻³     4.4487687771×10⁻³    6.49391498346×10⁻³\n",
      "T1[13][15]   3.308193082811×10⁻⁴   3.960886650533×10⁻⁴   5.324634989185×10⁻⁴   8.086449462132×10⁻⁴     1.0215825296×10⁻³\n",
      "T1[13][16]   1.560815434277×10⁻⁴   2.147778624264×10⁻⁴   4.750226336199×10⁻⁴   6.813230968932×10⁻⁴   9.520592882936×10⁻⁴\n",
      "T1[13][17]    1.12684923194×10⁻³    1.29512754414×10⁻³    1.64371878056×10⁻³    2.41075115037×10⁻³    3.00077346441×10⁻³\n",
      "T1[13][18]  8.1553934099989×10⁻⁵  9.6857724493709×10⁻⁵   1.262116338484×10⁻⁴   3.712745958662×10⁻⁴   4.716526066038×10⁻⁴\n",
      "T1[13][19]  2.0315044058748×10⁻⁵  2.4878602069208×10⁻⁵  3.4427393221634×10⁻⁵  9.9791796169247×10⁻⁵   1.152792376301×10⁻⁴\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "T1[13][20] 9.54656797669262×10⁻⁶  1.1797351434084×10⁻⁵  1.7195222579702×10⁻⁵  4.3793119456792×10⁻⁵  5.8233240753158×10⁻⁵\n",
      "  T2[3][1]      1.914417879×10⁻¹      2.073325073×10⁻¹      2.224325993×10⁻¹      2.362574131×10⁻¹      2.832905873×10⁻¹\n",
      "  T2[3][2]     5.0874318115×10⁻²     6.1271427028×10⁻²     7.0411110409×10⁻²     8.0410611535×10⁻²     8.4786887182×10⁻²\n",
      "  T2[3][3]     1.6741442072×10⁻²     1.8963765088×10⁻²     3.2857532152×10⁻²      4.310275024×10⁻²     5.0709001701×10⁻²\n",
      "  T2[3][4]       4.56212348×10⁻²     5.5343920125×10⁻²     5.8910366329×10⁻²     6.3053608029×10⁻²     7.5917289426×10⁻²\n",
      "  T2[3][5]      1.279108381×10⁻¹      1.393846391×10⁻¹      1.555098114×10⁻¹      2.348807565×10⁻¹      2.625182589×10⁻¹\n",
      "  T2[3][6]     9.3604797753×10⁻²      1.050460441×10⁻¹      1.147556929×10⁻¹      1.438869347×10⁻¹       1.77539385×10⁻¹\n",
      "  T2[3][7]     1.5014700063×10⁻²     1.9560642269×10⁻²     2.0939495693×10⁻²     2.3026069881×10⁻²     3.1790287746×10⁻²\n",
      "  T2[3][8]     3.5734994873×10⁻²     4.4506763368×10⁻²     4.9375163565×10⁻²     5.3489825806×10⁻²     5.5978952647×10⁻²\n",
      "  T2[3][9]     1.7779158984×10⁻²     2.4325780443×10⁻²      2.992275986×10⁻²     3.1834663888×10⁻²     3.7675525627×10⁻²\n",
      " T2[3][10]     2.4889004106×10⁻²     3.2751934347×10⁻²     5.1858925222×10⁻²     5.5351162498×10⁻²     6.0465947359×10⁻²\n",
      " T2[3][11]     1.2819437829×10⁻²     2.1420255176×10⁻²     2.5690663702×10⁻²     2.8063670559×10⁻²     3.1254082025×10⁻²\n",
      " T2[3][12]     2.0968542724×10⁻²     2.5621779666×10⁻²     2.8294377857×10⁻²       3.48079504×10⁻²     3.9023307161×10⁻²\n",
      " T2[3][13]     4.8722150235×10⁻²      5.757849426×10⁻²     7.9626646479×10⁻²     9.3599708181×10⁻²      1.040593596×10⁻¹\n",
      " T2[3][14]     1.2946169282×10⁻²     1.6970861647×10⁻²     1.7767701902×10⁻²     1.9161969312×10⁻²     2.3626031524×10⁻²\n",
      " T2[3][15]    1.55148339357×10⁻³    2.24054622166×10⁻³    2.88221419366×10⁻³    3.10964039564×10⁻³    3.65224532324×10⁻³\n",
      " T2[3][16]    4.93782766744×10⁻³    5.52507145897×10⁻³      6.115290161×10⁻³    6.66007101846×10⁻³    7.15800890034×10⁻³\n",
      " T2[3][17]    1.03023672457×10⁻³    1.37064305842×10⁻³    1.71405810041×10⁻³    2.14105087559×10⁻³    2.77228569653×10⁻³\n",
      " T2[3][18]   5.117787626649×10⁻⁴   6.374105483099×10⁻⁴   7.605644002005×10⁻⁴   9.058345768479×10⁻⁴    1.09770128363×10⁻³\n",
      " T2[3][19]   9.045204700406×10⁻⁴    1.39189490838×10⁻³    1.55511187739×10⁻³     1.7169566205×10⁻³      1.867113766×10⁻³\n",
      " T2[3][20]   1.146771185975×10⁻⁴   2.262239693193×10⁻⁴   2.712439571109×10⁻⁴    3.10891665369×10⁻⁴    3.46011397102×10⁻⁴\n",
      "   elapsed        1.54146942×10⁰        1.62230513×10⁰        1.68836768×10⁰        1.73858473×10⁰        2.16500172×10⁰\n",
      "     s2[3]         4.0000000×10⁰         5.0000000×10⁰         6.0000000×10⁰         1.1000000×10¹         1.1000000×10¹\n",
      " T2[20][1]      3.277009593×10⁻¹      3.645076489×10⁻¹      3.813952203×10⁻¹      4.048091652×10⁻¹      4.265748697×10⁻¹\n",
      " T2[20][2]       1.31979451×10⁻¹        1.4601530×10⁻¹      1.730111816×10⁻¹      2.041373791×10⁻¹      2.310843166×10⁻¹\n",
      " T2[20][3]      1.064460267×10⁻¹       1.22222772×10⁻¹      1.480524721×10⁻¹      1.795385179×10⁻¹      2.227531703×10⁻¹\n",
      " T2[20][4]     2.2156385664×10⁻²     2.6167911501×10⁻²     2.7876390704×10⁻²     4.7596730495×10⁻²     6.6188787459×10⁻²\n",
      " T2[20][5]     6.5496851789×10⁻²     7.5209183823×10⁻²       8.76590345×10⁻²     9.4048250756×10⁻²       1.15731336×10⁻¹\n",
      " T2[20][6]     2.2996253053×10⁻²     2.7202962349×10⁻²     3.5437398278×10⁻²     4.4715067433×10⁻²     4.9273194246×10⁻²\n",
      " T2[20][7]    6.07802453737×10⁻³    6.84299460712×10⁻³    8.17513670516×10⁻³    9.70591629012×10⁻³     1.5974421917×10⁻²\n",
      " T2[20][8]     1.2416334754×10⁻²     1.3640795454×10⁻²     1.4487355772×10⁻²     1.5560909921×10⁻²     1.6708344373×10⁻²\n",
      " T2[20][9]    6.31594975859×10⁻³    7.47726305704×10⁻³    9.14642293283×10⁻³     1.1148387955×10⁻²      1.189275191×10⁻²\n",
      "T2[20][10]     2.7645540953×10⁻²     2.9981615981×10⁻²     3.2666318602×10⁻²     3.7707567373×10⁻²     5.5447921049×10⁻²\n",
      "T2[20][11]     1.3099323482×10⁻²     1.4330687174×10⁻²     1.5918987643×10⁻²     1.8297861417×10⁻²      2.164960154×10⁻²\n",
      "T2[20][12]     8.7434172232×10⁻³     1.0150781311×10⁻²     1.1838637056×10⁻²     1.2687268957×10⁻²      1.452008871×10⁻²\n",
      "T2[20][13]    4.30747418217×10⁻³    6.14496025605×10⁻³    6.79767725738×10⁻³    7.31112419276×10⁻³    8.11873026963×10⁻³\n",
      "T2[20][14]     1.0117924994×10⁻²     1.1893581585×10⁻²     1.2824917696×10⁻²     1.4652644363×10⁻²     1.6216154822×10⁻²\n",
      "T2[20][15]     5.2248413334×10⁻³    6.83395600649×10⁻³    7.36035541475×10⁻³    8.98067456335×10⁻³     1.0440612244×10⁻²\n",
      "T2[20][16]   7.341376335023×10⁻⁴    1.07360933092×10⁻³    1.22124566692×10⁻³    1.39157504602×10⁻³    1.57486497941×10⁻³\n",
      "T2[20][17]    8.48785576935×10⁻⁴    1.12137110989×10⁻³    1.33746489518×10⁻³     1.5962977328×10⁻³    2.02684475582×10⁻³\n",
      "T2[20][18]    1.18623568929×10⁻³    1.61028407603×10⁻³    1.79703084352×10⁻³     1.9846601983×10⁻³    2.32630860414×10⁻³\n",
      "T2[20][19]   7.956344113586×10⁻⁵    1.23663169159×10⁻⁴   1.499850904433×10⁻⁴   1.643276488734×10⁻⁴   2.024058717721×10⁻⁴\n",
      "T2[20][20]  3.9490046476076×10⁻⁵  5.0263183043686×10⁻⁵  6.1968895439302×10⁻⁵  7.1642673787009×10⁻⁵   1.196036575071×10⁻⁴\n",
      "    s1[13]         2.0000000×10⁰         4.0000000×10⁰         8.0000000×10⁰         9.0000000×10⁰         1.2000000×10¹\n",
      " T2[15][1]      1.260338502×10⁻¹       1.36893955×10⁻¹      1.438115925×10⁻¹      1.522896912×10⁻¹      1.637546063×10⁻¹\n",
      " T2[15][2]      2.766842189×10⁻¹      3.099072622×10⁻¹      3.958230324×10⁻¹      4.349105857×10⁻¹      5.053722813×10⁻¹\n",
      " T2[15][3]      1.613005731×10⁻¹       2.01522387×10⁻¹      2.324436854×10⁻¹      2.409393447×10⁻¹       2.67249772×10⁻¹\n",
      " T2[15][4]     2.0987145066×10⁻²     3.5440365328×10⁻²     4.0585187668×10⁻²     4.7546934072×10⁻²     6.2022260356×10⁻²\n",
      " T2[15][5]     5.2144510777×10⁻²     6.1219997455×10⁻²     6.4708222979×10⁻²      8.005633097×10⁻²      1.145396485×10⁻¹\n",
      " T2[15][6]     5.1476636344×10⁻²     7.1186102881×10⁻²     7.7273661443×10⁻²     8.6941046919×10⁻²     9.6929986655×10⁻²\n",
      " T2[15][7]     1.3042709167×10⁻²     1.7910325149×10⁻²     2.0829679647×10⁻²     3.1509650785×10⁻²     4.2434583265×10⁻²\n",
      " T2[15][8]      7.422341403×10⁻³    9.04902037214×10⁻³     1.0430107918×10⁻²      2.169873987×10⁻²     3.3052527117×10⁻²\n",
      " T2[15][9]    2.07069090161×10⁻³    2.55986037756×10⁻³    3.91628663848×10⁻³    8.21341851991×10⁻³     1.2582408413×10⁻²\n",
      "T2[15][10]    1.45268200906×10⁻³    2.15061553547×10⁻³      2.678208229×10⁻³    4.95905241723×10⁻³    7.28182187318×10⁻³\n",
      "T2[15][11]    6.42818737341×10⁻⁴    1.06246692251×10⁻³    1.45103814718×10⁻³    3.17172255278×10⁻³    4.88832571762×10⁻³\n",
      "T2[15][12]   9.939079000788×10⁻⁴    1.07433299795×10⁻³    1.21028102317×10⁻³    1.52377584198×10⁻³     2.2186213233×10⁻³\n",
      "T2[15][13]    7.17490419363×10⁻⁴   8.075996616144×10⁻⁴     1.1327156006×10⁻³    1.67487369036×10⁻³    2.00116455187×10⁻³\n",
      "T2[15][14]    6.34216663189×10⁻⁴   6.867655402731×10⁻⁴   8.148538651091×10⁻⁴    1.02626135721×10⁻³    1.51670407871×10⁻³\n",
      "T2[15][15]   6.792969069571×10⁻⁴   8.197900683111×10⁻⁴    1.14191536661×10⁻³     1.7378848009×10⁻³    2.44312770501×10⁻³\n",
      "T2[15][16]   1.570087589948×10⁻⁴   2.748340622356×10⁻⁴   3.132410537272×10⁻⁴   6.101992325771×10⁻⁴   8.911681127995×10⁻⁴\n",
      "T2[15][17]   2.623930679263×10⁻⁴   3.348842557577×10⁻⁴   3.897439019831×10⁻⁴   5.643422446937×10⁻⁴   6.876039037518×10⁻⁴\n",
      "T2[15][18]   1.378639130288×10⁻⁴    1.90875877339×10⁻⁴   2.549249202058×10⁻⁴    3.21139067929×10⁻⁴   4.212807107625×10⁻⁴\n",
      "T2[15][19]  2.5484692069574×10⁻⁵   2.900309330834×10⁻⁵  3.3853764931966×10⁻⁵  4.4679761752819×10⁻⁵  5.8812787695907×10⁻⁵\n",
      "T2[15][20] 3.21762671173786×10⁻⁶ 4.32409459347194×10⁻⁶ 4.81552402653573×10⁻⁶ 5.99199108552995×10⁻⁶ 8.41506890070232×10⁻⁶\n",
      "     m2[3]       -1.40997109×10¹       -1.38368303×10¹     -2.078015109×10⁻¹    -1.1848103822×10⁻²      1.177826221×10⁻¹\n",
      " T1[15][1]      1.991645449×10⁻¹      2.257165696×10⁻¹      2.348727967×10⁻¹      3.170152438×10⁻¹      3.697754872×10⁻¹\n",
      " T1[15][2]       1.39610087×10⁻¹      1.698029709×10⁻¹      1.910861393×10⁻¹      2.151292801×10⁻¹      2.467168471×10⁻¹\n",
      " T1[15][3]      1.054354059×10⁻¹      1.270843867×10⁻¹      1.394755933×10⁻¹      1.523786362×10⁻¹      1.666524635×10⁻¹\n",
      " T1[15][4]     1.0599732008×10⁻²     1.8583947536×10⁻²     2.5661701099×10⁻²     3.3913667651×10⁻²     4.8966927573×10⁻²\n",
      " T1[15][5]     7.7425345595×10⁻²     8.5623798033×10⁻²     8.9357328526×10⁻²     9.3151554095×10⁻²      1.107538201×10⁻¹\n",
      " T1[15][6]     4.3288483671×10⁻²     5.2090397313×10⁻²     5.6140299896×10⁻²     6.2530440468×10⁻²     6.9151963029×10⁻²\n",
      " T1[15][7]     7.6444158832×10⁻²     9.1912821572×10⁻²     9.7738984693×10⁻²      1.050653507×10⁻¹      1.183239644×10⁻¹\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " T1[15][8]     1.5258155812×10⁻²     1.7763190794×10⁻²     2.0549971293×10⁻²     2.2425264594×10⁻²     2.9894714496×10⁻²\n",
      " T1[15][9]     1.0488771208×10⁻²     1.2456106992×10⁻²     1.3092056718×10⁻²     1.4043656297×10⁻²      1.721765867×10⁻²\n",
      "T1[15][10]     1.0186759255×10⁻²     1.1724201579×10⁻²     1.2436428332×10⁻²     1.2654274283×10⁻²     1.3895827247×10⁻²\n",
      "T1[15][11]     3.1120016413×10⁻²     3.9048290906×10⁻²     4.5903912547×10⁻²     4.9995088184×10⁻²     5.6000525373×10⁻²\n",
      "T1[15][12]    7.00684809218×10⁻³     1.0816782703×10⁻²     1.2465936267×10⁻²     1.4782492414×10⁻²     1.6620282173×10⁻²\n",
      "T1[15][13]     1.2787782914×10⁻²     1.5476016229×10⁻²      1.713450501×10⁻²     1.7872863296×10⁻²     1.9993979745×10⁻²\n",
      "T1[15][14]    1.48598449912×10⁻³    1.94495453276×10⁻³    2.34465641181×10⁻³    2.51019607794×10⁻³    2.70548997265×10⁻³\n",
      "T1[15][15]    1.72588288243×10⁻³    2.26361528917×10⁻³    3.11926948394×10⁻³    3.62266046669×10⁻³    4.20064575569×10⁻³\n",
      "T1[15][16]   3.610346412795×10⁻⁴   5.549627724715×10⁻⁴   7.170921138082×10⁻⁴    1.13565564155×10⁻³    1.31731692286×10⁻³\n",
      "T1[15][17]    1.20807192581×10⁻³     2.1102042345×10⁻³    2.44243940817×10⁻³    2.57957028305×10⁻³    2.92035319814×10⁻³\n",
      "T1[15][18]   3.154447865214×10⁻⁴   5.509528660909×10⁻⁴   6.516914183589×10⁻⁴   7.885684548833×10⁻⁴   9.446452391077×10⁻⁴\n",
      "T1[15][19]  8.7591074640292×10⁻⁵   2.041120285947×10⁻⁴   2.300419120376×10⁻⁴   2.574950842831×10⁻⁴   3.036109277378×10⁻⁴\n",
      "T1[15][20]  2.6025327980958×10⁻⁵   4.216291892134×10⁻⁵  5.2509377965859×10⁻⁵  5.7208153611876×10⁻⁵  7.9277992684962×10⁻⁵\n",
      "    m2[12]      9.657905252×10⁻¹        1.38616367×10⁰        1.74615585×10⁰         2.3241069×10⁰        3.03187469×10⁰\n",
      " T2[18][1]      2.375869491×10⁻¹       3.00827625×10⁻¹      3.565607529×10⁻¹      3.720746506×10⁻¹      3.873239614×10⁻¹\n",
      " T2[18][2]     5.5486483784×10⁻²     8.6088630738×10⁻²      1.002529856×10⁻¹      1.152814699×10⁻¹      1.584986432×10⁻¹\n",
      " T2[18][3]     6.7218378407×10⁻²     8.1408224176×10⁻²     9.0484265698×10⁻²      1.091879723×10⁻¹      1.350896474×10⁻¹\n",
      " T2[18][4]     3.2034872433×10⁻²     3.4515984874×10⁻²     4.9003235506×10⁻²     5.5299329137×10⁻²     6.5825595021×10⁻²\n",
      " T2[18][5]     2.1962431312×10⁻²     2.3899437893×10⁻²     2.5679134343×10⁻²     2.7458105286×10⁻²     4.4492162483×10⁻²\n",
      " T2[18][6]     4.1431905779×10⁻²     4.7373849505×10⁻²     5.1361650059×10⁻²     8.1818874355×10⁻²     9.5121411392×10⁻²\n",
      " T2[18][7]     1.7652589447×10⁻²     2.5353399643×10⁻²     3.5661151452×10⁻²     4.1079194863×10⁻²     4.9461947565×10⁻²\n",
      " T2[18][8]     1.8310426634×10⁻²     1.9693140144×10⁻²      2.141672648×10⁻²     2.7078701458×10⁻²     3.6626823999×10⁻²\n",
      " T2[18][9]     1.5447731145×10⁻²     1.7005004993×10⁻²     1.8784377424×10⁻²     2.3621233787×10⁻²     4.9438289361×10⁻²\n",
      "T2[18][10]     3.1607645119×10⁻²     3.4989325792×10⁻²     3.8327363829×10⁻²     4.3292883741×10⁻²     4.8103888697×10⁻²\n",
      "T2[18][11]     4.6163633752×10⁻²     4.7856346916×10⁻²     4.9294570501×10⁻²     5.9444685405×10⁻²      6.942820463×10⁻²\n",
      "T2[18][12]     6.4243975561×10⁻²     7.2566894576×10⁻²     7.9481403053×10⁻²     8.9949026619×10⁻²      1.057346917×10⁻¹\n",
      "T2[18][13]     2.2156143088×10⁻²     2.9595662709×10⁻²      3.611001285×10⁻²     4.7449200148×10⁻²     5.8244643083×10⁻²\n",
      "T2[18][14]    8.97229282941×10⁻³     1.4140696256×10⁻²     2.0173710807×10⁻²     2.6876197448×10⁻²     3.2209488784×10⁻²\n",
      "T2[18][15]   4.413084716185×10⁻⁴   6.643399838766×10⁻⁴    1.07782986086×10⁻³    2.25562793978×10⁻³    2.89146024743×10⁻³\n",
      "T2[18][16]    1.80258961772×10⁻³    2.29513809351×10⁻³      3.264909333×10⁻³    3.82474877978×10⁻³    5.02659321766×10⁻³\n",
      "T2[18][17]    1.52105722738×10⁻³    1.81387969258×10⁻³    3.39017161099×10⁻³    3.84944004203×10⁻³    4.71242974772×10⁻³\n",
      "T2[18][18]    1.53454802309×10⁻³    1.84285172503×10⁻³    2.22464279307×10⁻³     2.6806889146×10⁻³    3.24047641689×10⁻³\n",
      "T2[18][19]    1.13828620176×10⁻³    1.28227239732×10⁻³    1.58048124285×10⁻³    1.94180523773×10⁻³    2.40019683895×10⁻³\n",
      "T2[18][20]   4.676645331825×10⁻⁴    7.21219283405×10⁻⁴   8.181575514698×10⁻⁴   9.357223318669×10⁻⁴    1.16531887868×10⁻³\n",
      "     m2[1]        -1.8177482×10¹       -1.76674219×10¹     -4.118889919×10⁻¹     -2.176740035×10⁻¹      1.794635188×10⁻¹\n",
      "    m1[19]      3.894796215×10⁻¹      7.600351688×10⁻¹        1.14418407×10⁰        1.69271324×10¹        1.75843519×10¹\n",
      "     s1[8]         2.0000000×10⁰         6.0000000×10⁰         9.0000000×10⁰         1.0000000×10¹         1.4000000×10¹\n",
      "     m1[4]       -1.32748709×10¹       -1.25437858×10¹      4.215462455×10⁻¹      9.681070675×10⁻¹        1.36139068×10⁰\n",
      "     s1[3]         5.0000000×10⁰         7.0000000×10⁰         7.0000000×10⁰         9.0000000×10⁰         1.3000000×10¹\n",
      "    m1[13]      5.787316151×10⁻¹      8.131664019×10⁻¹      9.064329598×10⁻¹        5.12528794×10⁰         5.3704079×10⁰\n",
      "     s1[4]         5.0000000×10⁰         5.0000000×10⁰         6.5000000×10⁰         1.1000000×10¹         1.7000000×10¹\n",
      "\n"
     ]
    }
   ],
   "source": [
    "describe(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7fa35f867450>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x7fa357593950>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m1 = c[:m1][222];\n",
    "s1 = c[:s1][222];\n",
    "PyPlot.plot(y[1,:], linestyle=\"None\", marker=\"+\", color = \"r\")\n",
    "PyPlot.plot(m1[s1], linestyle=\"-\", marker=\"*\", color = \"b\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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mKs4mOtw6NImA4AIAiEvBYLjFpabToI/kmGNskGzjxtIbb9iO0tHeqvjAAWvtkegmkgguAIA4tXKl9PXXUmqqdOqpkfu5/fpJTz8tJSVJjzwi/e53kfvZVXnvPds3qVWryP45/IrgAgCIS6FuotNOO2gzwsJCacoUO9bRuedK//d/dn7HHdJjj9X5Rx1RqJvo3HOlFOfr3btHcAEAxKVqx7cUFkp33lmv4CJZN9Gtt9r5+PHhWT+RFAwyDfpgBBcAQNw5cEB65x07j9T4lqrcfbf0k5/Y77vwQqmgILI//5NPpC+/tBajs86K7M/2KxqdAABxZ9ky26OoeXMpO1vWuhJqYcnPr3yUpMxMu9VSUpL06KP2o3NzpbPPlhYvrt3WAocTam056yypSZPI/Ey/o8UFABB3Qt1EQ4faAnKaMcMWc8nJsX4dyY6hazNm1Pl3pabaLtK9elmAGTnSFqqLBDZVPBQtLgCAuHPI+JYJE6TRo+08P99Cy8yZ/22OUZ1aWypq3tzWeBkwQPrsM+lHP5LefNNCTV2tXy99+KG16pxzTr3KiysEFwBAXNm9W3r/fTsvH99SVVdQdnY4uERAhw4WXk47zXakvuIK6cknLXjUxUsv2fH0023xOxi6igAAceXdd6V9+yxIdOsW29990knWbZSSIs2ZI912W91/Ft1EVSO4AADiSsVuoiqXx8/MlCZPrnf3UHWGD7eF6STp3nulBx+s/c/49ltp4UI7Zxp0ZQQXAEBcOeIy/5mZtgBdlIKLJF1+eXhF3Z//PNx6UlOvvSaVlloLTpcuka/PzwguAIC4sW2bDWiVort+S038+tc2BjgYlC691KZJ11RofAvdRIciuAAA4kZurgWFE06QMjLc1hIISH//u63tsnevLdm/evWRv2/PHtvAUSK4VIXgAgCIG9Uu8+9ISoptyJiTY61BI0dKW7ce/nvefttmRnXsKJ18cmzq9BOCCwAgbhxxfIsDRx1lY1a6dJHWrrWWl927q//6irOJqhxcnOAILgCAuLBunQWD5GTpzDNdV1NZu3a2xkvLltKSJTbmpbT00K8rLZVeftnO6SaqGsEFABAXQq0tAwZIzZq5raUqxx9voSQ11Y4//7mNx6no/fetS6lFC1t4DociuAAA4oIXu4kOduqptppuICBNm2brvFQU6iY65xwbH4NDEVwAAL5XVhYOLl4ZmFudCy+U7rvPzm+9VXrqKTsPBpkGXRPkOQCA733yifTNN1LTplL//q6rObIbb5Q2bJD+8hfb0ygz02YbrV0rNWwojRjhukLvIrgAAHwvNA36zDPtjd8P/vQnaeNG6bnnbDfp0LozRx9tAQxVI7gAAHzPD+NbDpaUZNsCrFkjFRRIRUV2fds2KT/fuo5at5Y6dXJbp9cQXAAAvrZvn7RggZ17fXzLwbp3P/Tazp22YF3IwTOPEh2DcwEAvrZ4sS3o1ratLfXvJ7NnHzp7KBRUUlLscVRGiwsAwNdC41uGDbPuFz8ZO1bq0aNyC0tIXp6UnR37mrzOZ3/FAABU5sfxLVUJhS6/ha9Y4+kBAPhWcbG1TEj+G98S0ratzSjKyZGmT7djRoZdx6HoKgIA+NaCBba/z7HH+nf2Tfv20pdf2jTuQEC65hobcJya6roybyK4AAB8K166iSqGlECA0HI4dBUBAHwrNDDXr91EqD2CCwDAlwoLpeXLrYViyBDX1SBWCC4AAF8KdRNlZ0utWrmtBbFDcEFELF0qDR1qR69Y+sY2De3yhZa+sc11KQCiIF7Gt6B2CC6IiFmzpNxc6YknXFcSNuuxMuV+2VVPPF7muhQAERYMMr4lUTGrCHW2fr1tBiaFA8vjj0sdOtiLSrNmsV+HYOtWaccO6/Oe9VpLSdKcN1toHBuWAXFl1Srpq69s9s1pp7muBrFEcEGdde586LWiIunmm2NeSjXsn/fW71PYsAyIM6FuokGDpMaN3daC2CK4oM5mz5auuEI6cODQxwIBWxAq5i0un2/Tmu9aKlipFzQgSUrRfj32o5clXRjbogBEHN1EiYvggjobO1Y6+uiqpyEuXepoc7DC/cqfv1I5l/U45KG82WuUPXSQg6IARFJpqTR/vp0TXBIPwQX18s47le8nJUllLsfCZmZKPTIlSYFAUMFgQFJQUsC2YM10WBuAiFi2zLql09Or3lUZ8Y1ZRaiXUHA5+mjvbA5WvmFZ991qqL2SAmrVig3LgHgRGt8yZIiUnOy2FsQeLS6os2+/ld59187nz5eOO84bm4OVb1j2bbGGn7ZH89d11ZQpdh2A/zG+JbHR4oI6e/5562vu08dCi+SdzcFSU6VAVqYGje0qSfrgA8cFAYiI3bvDH5gILomJ4II6e/ppO15yids6DufUU+34/vtu6wAQGe+9Z6267duHPzAhsRBcUCdbtthKuZJ08cVuazmcAQPsuGaN1QzA3you8x8IuK0FbhBcUCf/+pfNHjrlFKlrV9fVVK95c6lXLztftMhtLQDqj/EtILigTvzQTRRCdxEQH777TsrPt3M2VkxcBBfU2qZN0n/+Y+djxritpSYG/XfNuffec1sHgPrJzbUtO3r2tCWbkJgILqi1Z5+1F49Bg2xDRa8LBZelS6WSEre1AKg7uokgEVxQB37qJpJsz6Q2bWwmQqiZGYD/EFwgEVxQSxs22CDXQEC66CLX1dRMIBBudWGcC+BP69fb7MDkZOnMM11XA5cILqiVZ56x4xlnSFlZbmupDca5AP4Wmgbdr5+Ulua2FrhFcEGt+K2bKKTizKJg0G0tAGqPbiKEeCK4PPjgg+rcubMaNWqk/v37a8mSJa5LQhXWrrUBrklJ0oUXuq6mdnJypAYNbBG6detcVwOgNoLBcIsLwQXOg8vTTz+tSZMmafLkycrPz1fv3r01YsQIbd261XVpOMizz9px6FD/7bTcqJGFF4nuIsBvPv1U2rpVatIkvBo2Epfz4HLfffdp/PjxuvLKK9WzZ09Nnz5dTZo00aOPPuq6NBzEr91EIQzQBfwp1E10xhlSw4Zua4F7ToPLvn37tGzZMg2v0PaXlJSk4cOHa1E167OXlJSouLi40g3Rt2qVVFAgpaRIF1zgupq6YQVdwJ8Y34KKnAaXbdu2qbS0VO3atat0vV27dtq8eXOV3zN16lSlp6eX3zr4YQW0OBBqbfnBD6SWLd3WUlcDB9rxk0+koiK3tQComX37pAUL7JzgAskDXUW1ddttt6moqKj8tnHjRtclJYRQcPHDEv/VycyUunSxgX55ea6rAVATS5ZIu3ZJrVtLJ57ouhp4gdPg0rp1ayUnJ2vLli2Vrm/ZskUZGRlVfk9qaqrS0tIq3RBdy5fbrWFD6fzzXVdTP3QXAf4S6iYaNsxmNAJO/xk0bNhQOTk5mhea5yaprKxM8+bN08BQuz6cC7W2jBghNW/utpb6YiE6wF8Y34KDpbguYNKkSRo3bpz69u2rfv366f7779euXbt05ZVXui4Nsm4Vv88mqigUXBYvlkpLbflwAN60Y0e4W5fgghDnweWSSy7RN998ozvuuEObN2/WySefrDfeeOOQAbtw46OPbEZRo0bS6NGuq6m/E06QmjWzF8RPP5V693ZdEYDqLFwoHTggde0qde7suhp4hSd6DK+//nqtX79eJSUlysvLU//+/V2XhP8Ktbacfba94ftdcnJ4ASvGuQDeRjcRquKJ4AJvirduohDGuQD+QHBBVQguqNbSpbavT5Mm0qhRrquJHGYWAd63ebN150rSkCFua4G3EFxQrVBry7nnSk2buq0lkvr3lwIBC2WFha6rAVCV+fPt2KePreEChBBcUKWyMumZZ+w8nrqJJCktLbyQFa0ugDfRTYTqEFxQpbw8aeNGG5A7cqTraiKP7iLAu4JBgguqR3BBlULdROedZ1Oh4w07RQPetWaNfXBq2FA67TTX1cBrCC44RFmZ9Oyzdh5v3UQhoeCybJm0Z4/bWgBUFmptGTTIJgcAFRFccIh335U2bZLS02036HjUpYvUrp20f7+FFwDeQTcRDofggkOEuol+9CMpNdVtLdESCDDOBfCi0lIpN9fOhw1zWwu8ieCCSg4ckJ57zs7jtZsohIXogBgoLJSmTKnx2gMffih9/73N/uvbN7qlwZ8ILqhkwQJp61apVav4/7RTcYBuMOi2FiBuFRZKd95Z4+AS6iYaMkRKcb6bHryI4IJKQt1EF1wgNWjgtpZoy862rrBt22wWAwD3GN+CIyHPotz+/dK//mXn8d5NJFlo6dvXuoree0/q1s11RUCcKCwMt7Dk51c+SlJmpt0OsmePTQ6Q4r/FF3VHiwvKzZsnffed1LatdOaZrquJDdZzAaJgxgwpJ8du48fbtfHjw9dmzKjy295/XyopkbKypO7dY1gvfIXggnKhbqKLLkqcvmVmFgFRMGGCrTOwbJk0c6ZdmzkzfG3ChCq/rWI3USAQo1rhOwny9oQjKSmRXnjBzhOhmyhk4EA7Ll8ubd8uNW/uth4gLlTVFZSdbbfDYHwLaoIWF0iS3npLKiqyJtpEWmK7bVvp2GPtfNEit7UAiez778OLQTK+BYdDcIGkcDfRxRdLSQn2r4LuIiCKMjOlyZOrHIxbUW6uLUvQo4d9gAKqk2BvUajKnj3SSy/ZeSJ1E4UwQBeIosxMW4DuCMGFbiLUFMEFeuMNaedOqWNHacAA19XEXii45OXZysEAYm/ePDvSTYQjIbigvJtozJjEHMnfs6dtKLlrl/Txx66rARLPhg3SqlXWTT14sOtq4HUElwS3a5f0yit2PmaM21pcSUoKzy6iuwiIvVBrS79+9iECOByCS4J77TVp926pa9fE3tCMDRcBdxjfgtoguCS4RO8mCmGALuBGMMj4FtQOwSWB7dgh/fvfdp6Is4kq6t/fuow2bJC++sp1NUDiWL5c2rJFatw43GULHA7BJYG9/LK0d6903HFS796uq3HrqKPCzwGtLkDshLqJzjjDNj4FjoTgksBC3USXXJLY3UQhdBcBsUc3EWqL4JKgtm+39VskuolCWEEXiK39+6V33rFzBuaipgguCerFF+1Fo1cvuyHc4vLhhzbTCkB0LVlii1+2akV3NWqO4JKgKnYTwXTsaHukHDggffCB62qA+Bca3zJsWOLtkYa6459KAvr22/ALBsElLBCguwiIJca3oC4ILgnohResVeHkk21GEcIYoAvExs6d0qJFds74FtQGwSUB0U1UvYrBpazMbS1APFu40D5AdeliK3cDNUVwSTBbt0rz59t5ou5NdDh9+thCWN99Z5u+AYgOlvlHXRFcEsy//mUtCaecwqecqjRoYM+NRHcREE2Mb0FdEVwSTMW9iVA1NlwEomvLFunjj+186FC3tcB/CC4JZNMm61eWCC6HwwBdILpC3dUnnyy1aeO2FvgPwSWBPPec7cQ6cKCtWYKqhTZ6W7HCpo4DiCy6iVAfBJcEwmyimmndWjr+eDsPTdcEEBnBoDR3rp0zMBd1QXBJEBs3WtdHICBdfLHraryP7iIgOtaulTZssIHwp5/uuhr4EcElQTzzjB1PP92WtcfhsYIuEB2hadCDBklNm7qtBf5EcEkQdBPVTqjFZckS24wSQGQwvgX1RXBJAF98YZsGJiVJF17ouhp/OP54qUULac8eqaDAdTVAfCgtDc8oYnwL6orgkgBC3URDhkjt2rmtxS+SkhjnAkRaQYGtSt2sWXihR6C2CC4JgG6iuiG4AJEV6iYaPFhKSXFaCnyM4BLnVq2yTzkpKdIFF7iuxl8qrqAbDLqtBYgH7E+ESCC4xLlQN9Hw4VKrVm5r8Zt+/aTkZOnrr206OYC627tX+s9/7JzggvoguMQ5uonqrkkT2y1aorsIqK/337fwkpkp9ejhuhr4GcEljn32mfTpp7bQ0/nnu67Gn9hwEYiMitOgAwG3tcDfCC5xLNTaMmKE1Ly521r8ioXogMhgfAsiheASp4JBuokiIdTi8tFH0s6dbmsB/Or776WlS+2chedQXwSXOPXxx9LKlVJA+isjAAAgAElEQVRqqjR6tOtq/Kt9e6lDB1s4a8kS19UA/vTOO1JZmdS9u/2fAuqD4BKnQq0tZ58tpaW5rcXvWM8FqB+W+UckEVziEN1EkcU4F6B+GN+CSCK4xKFly2x/oiZNpHPOcV2N/4VaXBYtsuZuADX31VfWbZ2UZCvmAvVFcDmMpUuloUPDg8r8ItTacs45bBsfCSedZCFw+3bp889dVwP4y8MP27F7d2Y3IjIILocxa5aUmys98YTrSmouGAyvlks3UWQ0aCD172/ndBcBtTNnjh2bNHFbB+IH21wdZP16ads2WyAp9B9uzhxp3DgLBa1bS506ua3xcBYvljZskI46Sho50nU18WPQIAux778vjR/vuhrA20Kvo5LtlyZJa9ZI+fn+eB2FtxFcDtK586HXvvlGyskJ3/fyhnuhbqLzzpMaN3ZbSzxhBV2g5qp6HS0q8s/rKLyNrqKDzJ596Hbrof9gKSn2uFeVlUnPPmvndBNF1sCBdly92oIsgOo9+qgNxq3IL6+j8D6nwaVz584KBAKVbr///e9dlqSxY6W8vKof+/WvpZ/8JLb11MZ770mbNknp6dJZZ7muJr60aCH17Gnnixa5rQXwsgULpKlTq5+Bl5dnr7NAXTlvcbnrrrtUWFhYfvv5z3/uuqRyB39iuOsuW4dg7Vo39RxJqJvoRz+yFXMRWXQXAdXbvl265hqb8rx6tY1jkcKvowe/ngJ15fyfUrNmzZSRkVF+a3qE+bslJSUqLi6udIu0tm2ljAzrj50+XerbV2rWTGrUSJo/XzrhBOmPf5QOHIj4r66z0lLpuefsnG6i6GAhOqBqzz9vLZIzZ9r9a6+1lpeKr6M5OXa/bVu3tcL/AsGguyFSnTt31t69e7V//3517NhRP/nJT3TTTTcp5eBBJhVMmTJFd9555yHXi4qKlBbBte1LSqSGDW12UTAo7dtnCylNmBBevrpPH1ujIDs7Yr+2zubPt+W0W7aUNm+2KbyIrFWrpOOPt9as4mL79wEksk2bpOuvl154we4fd5y9Jp5+ut2v6nWU1mCEFBcXKz09vdbv305bXH7xi19ozpw5ys3N1YQJE3TPPffoV7/61WG/57bbblNRUVH5bePGjVGpLTXV/rNJdkxNlY45Rpo71waetWghffih1K+fdMst0u7dUSmjxkLdRBdcQGiJlm7drPm7pMSmdQKJqqxMeugha2V54QUbcPu//2u7qIdCi1T16yhQb8EIu+WWW4KSDnv7/PPPq/zeRx55JJiSkhLcu3dvjX9fUVFRUFKwqKgoUn+EGiksDAbHjAkG7XNEMHjMMcHgvHkxLaHcvn3BYKtWVsfcuW5qSBSjR9vz/Oc/u64EcGPFimDwjDPCr32nnBIMfvSR66rgR3V9/454i8svf/lLff7554e9de3atcrv7d+/vw4cOKAvv/wy0mVFXEaGtXK89JJ09NE2YHfYMOnqq6Xvv49tLfPnS99+K7Vpw14g0RaRnaILC6UpU+wI+MT+/dI990i9e0sLF9pKuH/5i82yO+kk19UhkUR8Abo2bdqoTZs2dfregoICJSUlqa2PRm+NHm1h4bbbpL//3bqRXntN+tvfpIsuCjeTRlOom+iiiw5dgwaRVXFmUTBYx7/fwkLpzjvtH09mZkTrA6Lhgw+kn/1M+vhjuz9ihA24rWqhOSDanI1xWbRoke6//3599NFH+uKLL/Tkk0/qpptu0mWXXaYWLVq4KqtO0tKkBx+U3n3XNhLbskUaM0Y6/3wb0BtN+/aFB8Yxmyj6+va1MUSbN0s+aBgE6mXXLmnSJGnAAAstrVrZ3m2vv05ogTvOgktqaqrmzJmjM888U7169dLdd9+tm266SQ899JCrkurt1FOlggLpjjvsze3ll23w2rRp1S/GVF9vvWXrJ2RmSqedFp3fgbDGjcOzyGrVXVRYaCN6Qzep8n26jeAxb75pSz/85S/2+jV2rO2OftllsWlJBqrjLLhkZ2dr8eLF2r59u/bs2aPPPvtMt912m1J9Puw8NdV6AfLzbUfhHTuk//kf6YwzpBUrIv/7Qt1EF18sJSdH/ufjUHUa5zJjhi1kkZMT3qVx/PjwtRkzIl4nUBfffitdfrn0wx9aq2LHjtK//23L9NdxFAAQUc4XoItXJ5xg4yAeeEBq2tTOe/eWfvtb696JhL17bXCwRDdRLNVpBd0JE6Rly+wWWqVr5szwtQkTIl4nUBvBoPTUU1KPHtYdFAhIN9wgLV/OTvPwFqcL0EVCXRewiaUNG2wlyddft/u9etkiTQMG1O/nvviiLe/foYN9MmJJ7djYtMlmkiUl2QyyWv+zy8+3VpZly7yxeiES3oYN0nXXWcuKZB+8Hn7YWo2BaPHlAnSJomNHm2n01FO2gNny5fap/YYbpJ076/5zQ91EY8YQWmIpK8sGJpaVSUuWuK4GqLvSUpsB2bOnhZaGDa1VeNkyQgu8i7e7GAkEpEsvtcFtl19uzbIPPGCtL6GWmNrYvVt65RU7p5so9uq14WJmpjR5MlOh4dTy5Tag/xe/sNlDp51mK9/+5jdsZwFvI7jEWOvW0uOP24j9zp2tifbss22k/jff1PznvPaavdh07WpTdBFb9dpwMTPTFqAjuMCBkhLLzX36SIsX2wayf/+7bYrYvbvr6oAjI7g4ctZZ0qef2hoJSUnSk0/aoLjZs6015kgqdhMxNTH2Qi0uixdbczvgB++9J518snTXXbYS7ujR0mef2fgWupvhF/xTdahpU+nPf7Y3v5NOsmmIP/2pjeA/3OJmO3ZYi4tkwQWxd8IJ0lFH2S7Ry5e7rgY4vOJiaeJE6w5asUJq21Z65hkb4N++vevqgNohuHjAKadIS5dKd99t68C8+aaNfbn//qo/zb/yik2F7tbNPj0h9lJSwrPC6rVvERBlr7xig2///ne7f9VVNtbu4otprYU/EVw8okED6de/tsFxZ5xhg29vukkaODC8P4hkAecXv7DzSy7hhceliGy4CETI0qXS0KF2lGzrkUsuse6gr7+28XBvvy098ojUsqXbWoH6ILh4zPHHS7m5tpBqWpptbpaTYyP99+61Ncu+/da+ltlEbtVrZhEQYbNm2WvHrFnSP/5hY+aeecZW1P7Vr6RPPrEd7AG/YwE6D9u0Sbr++vAmih072syjPXvsxWjJEhvI27q11KmT21oTUVGR1KKF/R0UFkoZGa4rQqJZv17ats1aXkeOlLZutdbb/fvt8V69LMiwziG8qK7v3wQXH6hJd5C//xb966ST7JPs88/bKsZALPHaAD9j5dw4Nnu2DQatSkqKPQ436C6CS7w2IBERXHxg7FgpL6/qx/Ly7HG4wQBduMRrAxIRwcVnQotEsViUN4RW0F22zAZPA7FWVlb5Pq8NiHf8E/eJtm1t8GdOjjR9uh0zMuw63Ona1f4O9u2zTZ+BWFu50o7JydJf/8prA+JfNb2j8Jr27W013YYNbUDeNdfYm2VqquvKElsgYN1FL75o41xCXUdArDz3nB2vu87WePr5z3ltQHyjxcVHUlPDswgCAV6YvKJeGy4C9fDVV+Fd4q+91o68NiDeEVyAeqo4QJepp4ilhx+2bUHOOMPWbAESAcEFqKfsbOvC27pVWrvWdTVIFAcO2EraUri1BUgEBBegnho1kvr2tXO6ixArr75qq2u3aSNdcIHraoDYIbgAEcB6Loi1adPseNVVjGlBYiG4ABHACrqIpbVrpbfeCs8wBBIJwQWIgFBwWb5c2r7dbS2IfzNm2HHECFtLCEgkBBcgAtq1k445xmYVVbcEOxAJJSXSo4/a+XXXua0FcIHgAkQI3UWIheeek7791halPPts19UAsUdwASKEhegQC9On2/Gaa6rfGRqIZwQXIEJCLS55ebbGBhBpn3wivfuu7Ut09dUHPVhYKE2ZYkcgjhFcgAjp2VNKS5N27pQ+/dR1NYhHoUG5550nZWUd9GBhoXTnnQQXxD2CCxAhycnSgAF2zjgXRNrOndKsWXbOoFwkMoILEEGMc0G0/POf0o4d0rHHSkOH/vdiYaGUnx++SZXv0/qCOMTQLiCCWEEX0RAMhlfKvfZaKSn0kXPGDOseqmj8+PD55Mk27gWII4Fg0N/72RYXFys9PV1FRUVKS0tzXQ4S3I4dUvPmUlmZ9PXXVYxDAOpgyRKpf39b2v/rr6VWrf77QGFhuFUlP99Cy8yZtvOnJGVm2g3woLq+f9PiAkRQs2bSSSdJBQXW6nLRRa4rQjwITYEeM6ZCaJGqDibZ2eHgAsQhxrgAEUZ3ESLp+++lOXPs/Npr3dYCeAHBBYgwVtBFJM2aJe3ZYy15Awce5gszM21MC11DiHN0FQERFppZlJ9vbziNG7utB/4VDIa7ia691naDrlZmJgNxkRBocQEirFMnew85cEBautR1NfCzBQukFSuko46SLrvMdTWANxBcgAgLBOguQmSEpkCPHWsDvwEQXICoYCE61NeWLdLzz9s5K+UCYQQXIAoqzizy90pJcOWRR6y7ccAAqXdv19UA3kFwAaKgTx9bLOzbb6XVq11XA78pLZUeesjOmQINVEZwAaKgYUPplFPsnHEuqK0335TWr5datLBF5wCEEVyAKGGcC+oqNCj3iiuYTg8cjOACRAkr6KIu1q+XXnvNzidMcFsL4EUEFyBKQqucfvaZ9N13bmuBf8ycaQO6hw6Vjj/edTWA9xBcgChp00Y67jg7X7zYbS3wh/37pYcftnOmQANVI7gAUeSb7qLCQlsuvrDQdSUJ7cUXbf2WjAzpvPNcVwN4E8EFiCLfrKBbWCjdeSfBxbHQvkQ/+5nUoIHbWgCvIrgAURSaWbRkiXUDANVZuVKaP19KSpLGj3ddDeBd7A4NRFH37lLz5tL27dLHH0s5Oa4rqqCwMNzCkp9f+SjZTpGZmbGvK0HNmGHHUaOkjh3d1gJ4GS0uQBQlJYVnF3muu2jGDEtSOTnhj/jjx4evhd5JEXV79kiPPWbnrJQLHB7BBYgyzy5EN2GCtGyZ3WbOtGszZ4avsYhIzDzzjPT991LnztKIEa6rAbyNriIgyjw7s6iqrqDsbLvh8AoLrUVqwoSIdKeFBuVec42UnFzvHwfENVpcgCjr18/ejDZutBviQARnYRUU2Do/DRpIV10VgdqAOEdwAaKsaVPp5JPt3HOtLiGZmdLkyQzGdSDU2nLBBVK7dm5rAfyAriIgBgYNsmEj778vXXKJ62qqkJlpC9ChelGYhVVcLM2ebecMygVqhhYXIAY8O84FNReFWVhPPint2mXT5s88M8L1AnGKFhcgBkLB5cMP7Y2qaVO39aAOJkyQRo+28/x8Cy0zZ4YHM9eytSUYlKZNs/Nrr5UCgQjWCsQxggsQAx07Su3bS199JX3wgTR4sOuKUGsRnoW1aJH0ySdS48bS5ZdHoD4gQUStq+juu+/WoEGD1KRJEzVv3rzKr9mwYYNGjRqlJk2aqG3btrr55pt14MCBaJUEOEV3ESoKtbb8+MdSixZuawH8JGrBZd++fbr44ot1XTV7s5eWlmrUqFHat2+f3n//fT3++ON67LHHdMcdd0SrJMAp32y4iCOr5yysbdukZ5+182peIgFUIxAMBoPR/AWPPfaYbrzxRm3fvr3S9ddff13nnHOONm3apHb/nQM4ffp03XLLLfrmm2/UsGHDKn9eSUmJSkpKyu8XFxerQ4cOKioqUlpaWvT+IEA9LV0qnXKKfbrets22A0Bi+tOfpJtvtl6mpUsZ34LEVFxcrPT09Fq/fzt76Vy0aJFOPPHE8tAiSSNGjFBxcbGWL19e7fdNnTpV6enp5bcOHTrEolyg3nr3tvEM339v+xctXeq6IrhQVhaegHTddYQWoLacBZfNmzdXCi2Syu9v3ry52u+77bbbVFRUVH7byFKk8IkGDWwVXUlaskR64gm39cCN+fOlNWuktDTp0ktdVwP4T62Cy6233qpAIHDY24oVK6JVqyQpNTVVaWlplW6A161fbwvQHXNM+NqcOTardtkyexyJITQo9/LLmRYP1EWtpkP/8pe/1BVXXHHYr+natWuNflZGRoaWLFlS6dqWLVvKHwPiSefOh17butXWLQuJ7mgzeMGmTdJLL9k5m28DdVOr4NKmTRu1adMmIr944MCBuvvuu7V161a1bdtWkjR37lylpaWpZ8+eEfkdgFfMni1dcYVU1Wz/lBTpscdiXRFcePhhqbRUOu006YQTXFcD+FPUxrhs2LBBBQUF2rBhg0pLS1VQUKCCggLt3LlTknTWWWepZ8+e+ulPf6qPPvpIb775pn7zm99o4sSJSk1NjVZZgBNjx0p5eVU/Nnu2PY74duCALbQrMQUaqI+orZx7xx136PHHHy+/36dPH0lSbm6uBg8erOTkZL366qu67rrrNHDgQDVt2lTjxo3TXXfdFa2SAE9ISrKZJSHXXiv16sUn8Hj32mu2cnLr1tKFF7quBvCvqK/jEm11nQcOxNpXX9k6Lh06SFdfbVNiP/nEPom3aSPl5lqAQXwaOVJ64w3pV7+S/vAH19UA7tX1/ZvgAsRQSYnUsKGt3REMSlu2SKNG2eyitm0tvDDEK/588YV07LH2d75mTeXZZUCi8t0CdEAiSk0NLzgWCEgZGdLcuVKfPjbLaMgQ6bPP3NaIyHvoIQstI0YQWoD6IrgAjrVsKb39tnTyyRZehg6VPv/cdVUeUVgoTZliR58qKZEeecTOr73WbS1APCC4AB4QCi+9e1v30ZAhUpTXcvSHwkLpzjt9HVyef972pjr6aOmcc1xXA/gfwQXwiFatLLycdFI4vKxc6boq1Nf06XYcP97W7AFQP/w3AjykdWtp3jxp2DDp448tvOTmSscf77qyGCosDLew5OdXPkpSZqbdfGD5cmnhQik5WfrZz1xXA8QHWlwAjwmFlxNPtPfvIUOkVatcVxVDM2bYXgg5OdZMIdkxdC20tbIPhEodPdq6igDUH9OhAY/65hsbqPvpp1JWlvTOO1K3bq6rioGDW1zGj7clZ7Oz7ZpPWlx27bK/t+Ji6a23pB/8wHVFgLfU9f2briLAo9q0sZaXoUOty2HIEAsvxx7rurIoqyqYZGeHg4tPzJljoeWYY6zrD0Bk0FUEeFjbttL8+bYo3ddfW3hZu9Z1VaiJadPsOGGCbfMAIDL47wR4XCi89Ohh2wYMHpxA4SUzU5o82RddQxUtXSotW2arJF95petqgPhCcAF8oF07Cy/du1t4GTLElpGPe5mZtgCdz4JLqLXl4ottsDWAyCG4AD6RkWFTo7t3lzZutPCybp3rqnCw7dulf/7Tzq+7zm0tQDwiuAA+kpFhLS/HHy9t2GDh5csvXVeFimbNkvbskU44QRo0yHU1QPwhuAA+k5lpLS/HHSetX29jXtavd10VJNtIMbRS7nXXhTfUBBA5BBfAh0LhpVs3wouXLFxoG2Q2bSpddpnraoD4RHABfCorKxxevvzSuo02bHBdVWILtbaMHSuxHiYQHQQXwMeOPtrCy7HH2kDdIUNs4C5ib+tW6V//svNrr3VbCxDPCC6Az4XCyzHH2BTpwYNtyjRi69FHpf37pf79pT59XFcDxC+CCxAH2re38NK1K+HFhbKy8IaKtLYA0UVwAeJEhw4WXrp0sZV1hwyxbQIQfW++aeOMmjeXLrnEdTVAfCO4AHGkY0fbiLFLF2nNGsJLrIQG5V5xhdS4sdNSgLhHcAHiTMeO1vLSubO0erXtLr1pk+uq4teGDdKrr9r5hAluawESAcEFiEOdOll46dRJWrXKWl4KC11XFZ8eftjGuAwZYtsxAIguggsQpzp3tm6jjh3D4WXzZtdVxZf9+y24SAzKBWKF4ALEsVB46dBBWrmS8BJpL79sLVnt2knnn++6GiAxEFyAONelSzi8rFhhY162bHFdVXyYNs2OV18tNWzothYgURBcgATQtauNeWnf3vbSIbzU36pV0rx5tpHiNde4rgZIHAQXIEEcc4y1vBx9tPTZZxZetm51XZV/PfSQHc8+2wZBA4gNgguQQKoKL998Iy1daudLl7qusDKv1vXuu9Jf/2rn113nthYg0RBcgARz7LHWbZSVJS1fbsFgxgy79sQTrqurbNYsb9Z1113SgQNSs2bSD3/ouhogsQSCwWDQdRH1UVxcrPT0dBUVFSmNfeSBGsvNlcaMkbZtk5KTpdJSqW1b6fXXpWBQat3aTRfI+vVWUyAgjRxp3Vleq6t/fwsuTZtKCxe6rQvwq7q+fxNcgAQVCBz5a264Ifp1HCzUBXM4XqkrELDQEuLvV1Mgtur6/p0SxZoAeNjs2ba3zoED1X9NTUKEC16pKxRUUlKkxx5zWgqQMAguQIIaO1bq0UPKyTn0sauukjIyYl9TyObN0qOPHnrdq3Xl5UnZ2bGvB0hEBBcASkqy/XZCx4kT3b4R5+dbQPBLXQBih1lFQAJr29ZaMHJypOnT7ZiRYdepyz91AYmEwblAgispseXqQwNN9+2TUlNdV0VdQLxjcC6AOqn4phsIeOdNmLoAVIWuIgAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4Bu+X/I/tNVScXGx40oAAEBNhd63a7tlou+Dy44dOyRJHTp0cFwJAACorR07dig9Pb3GX+/73aHLysq0adMmNWvWTIFAIKI/u7i4WB06dNDGjRvZefoIeK5qjueq5niuao7nquZ4rmoums9VMBjUjh07lJWVpaSkmo9c8X2LS1JSktq3bx/V35GWlsY/7hriuao5nqua47mqOZ6rmuO5qrloPVe1aWkJYXAuAADwDYILAADwjeQpU6ZMcV2ElyUnJ2vw4MFKSfF9r1rU8VzVHM9VzfFc1RzPVc3xXNWc154r3w/OBQAAiYOuIgAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEFwAA4BsEl2o8+OCD6ty5sxo1aqT+/ftryZIlrkvynKlTp+qUU05Rs2bN1LZtW51//vlauXKl67J84fe//70CgYBuvPFG16V41tdff63LLrtMrVq1UuPGjXXiiSdq6dKlrsvynNLSUt1+++3q0qWLGjdurGOOOUa//e1va71xXTxauHChzj33XGVlZSkQCOjFF1+s9HgwGNQdd9yhzMxMNW7cWMOHD9fq1asdVevW4Z6r/fv365ZbbtGJJ56opk2bKisrS5dffrk2bdrkpFaCSxWefvppTZo0SZMnT1Z+fr569+6tESNGaOvWra5L85QFCxZo4sSJWrx4sebOnav9+/frrLPO0q5du1yX5mkffPCBZsyYoZNOOsl1KZ71/fff69RTT1WDBg30+uuv67PPPtOf//xntWjRwnVpnvOHP/xB06ZN0//93//p888/1x/+8Afde++9+tvf/ua6NOd27dql3r1768EHH6zy8XvvvVcPPPCApk+frry8PDVt2lQjRozQ3r17Y1ype4d7rnbv3q38/Hzdfvvtys/P1/PPP6+VK1dq9OjRDiqVFMQh+vXrF5w4cWL5/dLS0mBWVlZw6tSpDqvyvq1btwYlBRcsWOC6FM/asWNHsFu3bsG5c+cGzzzzzOANN9zguiRPuuWWW4KnnXaa6zJ8YdSoUcGrrrqq0rULLrggOHbsWEcVeZOk4AsvvFB+v6ysLJiRkRH84x//WH5t+/btwdTU1OA///lPFyV6xsHPVVWWLFkSlBRcv359jKoKo8XlIPv27dOyZcs0fPjw8mtJSUkaPny4Fi1a5LAy7ysqKpIktWzZ0nEl3jVx4kSNGjWq0r8vHOrll19W3759dfHFF6tt27bq06ePZs6c6bosTxo0aJDmzZunVatWSZI++ugjvfvuuxo5cqTjyrxt3bp12rx5c6X/i+np6erfvz+v9TVQVFSkQCCg5s2bx/x3e2P9Xg/Ztm2bSktL1a5du0rX27VrpxUrVjiqyvvKysp044036tRTT9UJJ5zguhxPmjNnjvLz8/XBBx+4LsXzvvjiC02bNk2TJk3Sr3/9a33wwQf6xS9+oYYNG2rcuHGuy/OUW2+9VcXFxerevbuSk5NVWlqqu+++W2PHjnVdmqdt3rxZkqp8rQ89hqrt3btXt9xyiy699FInu2sTXBAREydO1Keffqp3333XdSmetHHjRt1www2aO3euGjVq5LoczysrK1Pfvn11zz33SJL69OmjTz/9VNOnTye4HOSZZ57Rk08+qaeeekq9evVSQUGBbrzxRmVlZfFcIeL279+vMWPGKBgMatq0aU5qoKvoIK1bt1ZycrK2bNlS6fqWLVuUkZHhqCpvu/766/Xqq68qNzdX7du3d12OJy1btkxbt25Vdna2UlJSlJKSogULFuiBBx5QSkqKSktLXZfoKZmZmerZs2elaz169NCGDRscVeRdN998s2699Vb9+Mc/1oknnqif/vSnuummmzR16lTXpXla6PWc1/qaC4WW9evXa+7cuU5aWySCyyEaNmyonJwczZs3r/xaWVmZ5s2bp4EDBzqszHuCwaCuv/56vfDCC5o/f766dOniuiTPGjZsmD755BMVFBSU3/r27auxY8eqoKBAycnJrkv0lFNPPfWQqfWrVq1Sp06dHFXkXbt371ZSUuWX8uTkZJWVlTmqyB+6dOmijIyMSq/1xcXFysvL47W+CqHQsnr1ar399ttq1aqVs1roKqrCpEmTNG7cOPXt21f9+vXT/fffr127dunKK690XZqnTJw4UU899ZReeuklNWvWrLxfOD09XY0bN3Zcnbc0a9bskLE/TZs2VatWrRgTVIWbbrpJgwYN0j333KMxY8ZoyZIleuihh/TQQw+5Ls1zzj33XN19993q2LGjevXqpQ8//FD33XefrrrqKtelObdz506tWbOm/P66detUUFCgli1bqmPHjrrxxhv1u9/9Tt26dVOXLq01PbMAAAEiSURBVF10++23KysrS+eff77Dqt043HOVmZmpiy66SPn5+Xr11VdVWlpa/nrfsmVLNWzYMLbFxnwek0/87W9/C3bs2DHYsGHDYL9+/YKLFy92XZLnSKry9o9//MN1ab7AdOjDe+WVV4InnHBCMDU1Ndi9e/fgQw895LokTyouLg7ecMMNwY4dOwYbNWoU7Nq1a/B///d/gyUlJa5Lcy43N7fK16hx48YFg0GbEn377bcH27VrF0xNTQ0OGzYsuHLlSrdFO3K452rdunXVvt7n5ubGvNZAMMjyigAAwB8Y4wIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHyD4AIAAHzj/wPDlizZtvNJKwAAAABJRU5ErkJggg==",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7fa35749db10>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1-element Array{PyCall.PyObject,1}:\n",
       " PyObject <matplotlib.lines.Line2D object at 0x7fa35740b890>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m2 = c[:m2][222];\n",
    "s2 = c[:s2][222];\n",
    "PyPlot.plot(y[2,:], linestyle=\"None\", marker=\"+\", color = \"r\")\n",
    "PyPlot.plot(m2[s2], linestyle=\"-\", marker=\"*\", color = \"b\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernel_info": {
   "name": "julia-0.5"
  },
  "kernelspec": {
   "display_name": "Julia 0.6.0",
   "language": "julia",
   "name": "julia-0.6"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "0.6.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
